TP5_a25_clas_app

Jeu de données dédié à la classification

Chargement des données

if(!require(here)) install.packages("here")
library(here)

# Chemin vers les données
data_path <- here("src", "data", "TP5_a25_clas_app.txt")

# Lecture des données
clas_data <- read.table(
  data_path,
  header = TRUE,
  sep = " ",
  quote = "\"",
  stringsAsFactors = FALSE
)

# y as factor ?

# Aperçu
head(clas_data)

Le jeu de données contient 50 variables explicatives (X1 à X50) et 1 variable cible (y).
Types des variables :
- de X1 à X45 : double
- de X46 à X50 : entiers

Résumé statistique

summary(clas_data)
       X1                X2                 X3               X4                X5                X6                X7                 X8           
 Min.   :0.01207   Min.   :0.005073   Min.   :0.0101   Min.   :0.02937   Min.   :0.03252   Min.   :0.01078   Min.   :0.008236   Min.   :0.0006515  
 1st Qu.:2.19607   1st Qu.:2.357949   1st Qu.:2.5618   1st Qu.:2.48929   1st Qu.:2.55026   1st Qu.:2.70829   1st Qu.:2.613129   1st Qu.:2.7249829  
 Median :4.79331   Median :5.161358   Median :4.9633   Median :4.79802   Median :4.85185   Median :4.98780   Median :5.007056   Median :5.0683193  
 Mean   :4.83642   Mean   :4.985697   Mean   :4.9979   Mean   :4.94432   Mean   :5.02221   Mean   :5.05447   Mean   :4.984620   Mean   :5.0946685  
 3rd Qu.:7.45427   3rd Qu.:7.416399   3rd Qu.:7.5434   3rd Qu.:7.43191   3rd Qu.:7.58644   3rd Qu.:7.34911   3rd Qu.:7.469238   3rd Qu.:7.3884893  
 Max.   :9.95576   Max.   :9.959118   Max.   :9.9855   Max.   :9.95241   Max.   :9.96811   Max.   :9.96944   Max.   :9.993127   Max.   :9.9912815  
       X9              X10                X11                X12               X13                X14                X15          
 Min.   :0.0406   Min.   :0.005047   Min.   :0.005339   Min.   :0.02812   Min.   :0.006671   Min.   :0.008314   Min.   :0.006095  
 1st Qu.:2.5684   1st Qu.:2.835021   1st Qu.:2.327735   1st Qu.:2.49164   1st Qu.:2.294186   1st Qu.:2.515894   1st Qu.:2.572703  
 Median :5.0144   Median :5.331545   Median :4.710401   Median :4.99546   Median :4.762223   Median :4.816043   Median :4.863636  
 Mean   :4.9961   Mean   :5.189575   Mean   :4.851163   Mean   :4.96264   Mean   :4.783768   Mean   :4.885092   Mean   :4.951104  
 3rd Qu.:7.4184   3rd Qu.:7.609352   3rd Qu.:7.445615   3rd Qu.:7.49222   3rd Qu.:7.086818   3rd Qu.:7.258616   3rd Qu.:7.434114  
 Max.   :9.9744   Max.   :9.985412   Max.   :9.994729   Max.   :9.97917   Max.   :9.948114   Max.   :9.990162   Max.   :9.980702  
      X16                X17                X18               X19               X20               X21                X22           
 Min.   :0.004307   Min.   :0.006276   Min.   :0.02862   Min.   :0.02356   Min.   :0.01058   Min.   :-14.4979   Min.   :-13.57644  
 1st Qu.:2.590090   1st Qu.:2.345850   1st Qu.:2.50610   1st Qu.:2.38417   1st Qu.:2.37357   1st Qu.: -1.0763   1st Qu.: -2.27003  
 Median :4.894658   Median :4.624815   Median :5.03317   Median :4.91720   Median :4.79161   Median :  0.4735   Median : -0.06991  
 Mean   :5.038190   Mean   :4.875331   Mean   :5.11035   Mean   :4.96650   Mean   :4.89294   Mean   :  0.5797   Mean   : -0.10988  
 3rd Qu.:7.581866   3rd Qu.:7.393896   3rd Qu.:7.72478   3rd Qu.:7.37964   3rd Qu.:7.44211   3rd Qu.:  2.0280   3rd Qu.:  2.08425  
 Max.   :9.995778   Max.   :9.982394   Max.   :9.95247   Max.   :9.99377   Max.   :9.98862   Max.   : 19.9501   Max.   : 23.31376  
      X23                X24               X25               X26                X27               X28                X29          
 Min.   :-11.2242   Min.   :-5.8052   Min.   :-8.0729   Min.   :-13.0896   Min.   :-2.4349   Min.   :-12.2734   Min.   :-0.51546  
 1st Qu.: -1.3410   1st Qu.:-0.4929   1st Qu.:-0.9704   1st Qu.: -0.9773   1st Qu.: 0.2301   1st Qu.: -1.4733   1st Qu.: 0.06746  
 Median :  0.2890   Median : 0.5321   Median : 0.5364   Median :  0.5876   Median : 0.9910   Median :  0.2712   Median : 0.15713  
 Mean   :  0.4003   Mean   : 0.6170   Mean   : 0.6935   Mean   :  0.5137   Mean   : 0.9695   Mean   :  0.2731   Mean   : 0.16486  
 3rd Qu.:  2.0035   3rd Qu.: 1.6260   3rd Qu.: 2.2147   3rd Qu.:  2.0798   3rd Qu.: 1.5961   3rd Qu.:  1.9506   3rd Qu.: 0.27880  
 Max.   : 22.1878   Max.   :11.5005   Max.   :10.9382   Max.   : 15.1803   Max.   : 4.7478   Max.   : 19.6240   Max.   : 0.89534  
      X30                X31               X32                X33                X34                X35                X36          
 Min.   :-16.6949   Min.   :-8.7700   Min.   :-14.4871   Min.   :-11.2739   Min.   :-11.4533   Min.   :-10.9552   Min.   :-1.74205  
 1st Qu.: -1.5199   1st Qu.:-0.5995   1st Qu.: -1.3685   1st Qu.: -0.6930   1st Qu.: -1.8297   1st Qu.: -1.5885   1st Qu.:-0.28717  
 Median :  0.3683   Median : 0.7124   Median :  0.6240   Median :  0.6519   Median :  0.1795   Median :  0.6317   Median : 0.07078  
 Mean   :  0.3557   Mean   : 0.7025   Mean   :  0.5608   Mean   :  0.7504   Mean   :  0.3103   Mean   :  0.6767   Mean   : 0.03882  
 3rd Qu.:  2.2924   3rd Qu.: 1.9159   3rd Qu.:  2.2623   3rd Qu.:  2.2218   3rd Qu.:  2.2918   3rd Qu.:  2.9654   3rd Qu.: 0.40625  
 Max.   : 16.9884   Max.   : 9.2179   Max.   : 19.2768   Max.   : 18.4001   Max.   : 10.4316   Max.   : 26.3424   Max.   : 2.17266  
      X37                X38               X39               X40               X41               X42               X43                X44         
 Min.   :-11.4019   Min.   :-7.9943   Min.   :-9.6949   Min.   :-8.0483   Min.   :-6.6894   Min.   :-7.9500   Min.   :-13.8354   Min.   :-9.9375  
 1st Qu.: -1.5197   1st Qu.:-1.2435   1st Qu.:-1.0840   1st Qu.:-1.4089   1st Qu.:-0.2349   1st Qu.:-1.0264   1st Qu.: -2.0856   1st Qu.:-1.5402  
 Median :  0.1836   Median : 0.1208   Median : 0.4796   Median : 0.1797   Median : 0.6046   Median : 0.3580   Median :  0.2949   Median : 0.3996  
 Mean   :  0.1646   Mean   : 0.2112   Mean   : 0.3266   Mean   : 0.2828   Mean   : 0.5305   Mean   : 0.3099   Mean   :  0.2612   Mean   : 0.3823  
 3rd Qu.:  1.8881   3rd Qu.: 1.6900   3rd Qu.: 1.8503   3rd Qu.: 1.9793   3rd Qu.: 1.2056   3rd Qu.: 1.7617   3rd Qu.:  2.3840   3rd Qu.: 2.2711  
 Max.   :  9.2358   Max.   :10.6979   Max.   : 6.2195   Max.   :13.4610   Max.   : 5.2402   Max.   : 7.1570   Max.   : 19.0798   Max.   : 9.4111  
      X45                 X46              X47             X48              X49              X50              y        
 Min.   :-13.52192   Min.   : 0.000   Min.   : 0.00   Min.   : 0.000   Min.   : 0.000   Min.   : 0.00   Min.   :1.000  
 1st Qu.: -1.58159   1st Qu.: 2.000   1st Qu.: 2.00   1st Qu.: 2.000   1st Qu.: 2.000   1st Qu.: 2.00   1st Qu.:2.000  
 Median :  0.04961   Median : 4.000   Median : 3.00   Median : 3.000   Median : 4.000   Median : 3.00   Median :2.000  
 Mean   :  0.05805   Mean   : 3.864   Mean   : 3.66   Mean   : 3.594   Mean   : 3.862   Mean   : 3.69   Mean   :2.204  
 3rd Qu.:  1.67741   3rd Qu.: 5.000   3rd Qu.: 5.00   3rd Qu.: 5.000   3rd Qu.: 5.000   3rd Qu.: 5.00   3rd Qu.:3.000  
 Max.   :  8.64138   Max.   :13.000   Max.   :12.00   Max.   :11.000   Max.   :10.000   Max.   :13.00   Max.   :3.000  
if(!require(psych)) install.packages("psych")
library(psych)
describe(clas_data)
Variables X1 à X20

Les valeurs se situent principalement entre 0 et 10, avec une moyenne autour de 5.

La répartition semble symétrique et bien centrée, sans valeurs extrêmes marquées.

Données probablement simulées sur une même échelle …

Variables X21 à X45

Ces variables présentent une plage de valeurs beaucoup plus large, parfois négatives (ex: X21 min = -14.5, max = 19.95).

La variabilité est importante (données hétérogènes) : les écarts entre les 1er et 3e quartiles sont élevés

On observe plusieurs variables avec des valeurs extrêmes (en gros, celles dont les min et max dépassent largement les autres (ex: X22, X35, X32))

Ces variables nécessiteront probablement une standardisation ou une normalisation avant apprentissage.

Variables X46 à X50

Les variables X46 à X50 sont entières (valeurs discrètes entre 0 et 13) => variables catégorielles ordinales ou scores.

Leur distribution est relativement centrée autour de 3 à 5.

Variable cible y

y prend les valeurs 1, 2 et 3 => 3 classes

Moyenne = 2.20, Médiane = 2, premier quartile = 2 => la classe 1 est la classe la moins représentée

# Nombre de valeurs manquantes
colSums(is.na(clas_data))
 X1  X2  X3  X4  X5  X6  X7  X8  X9 X10 X11 X12 X13 X14 X15 X16 X17 X18 X19 X20 X21 X22 X23 X24 X25 X26 X27 X28 X29 X30 X31 X32 X33 X34 X35 X36 X37 
  0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0 
X38 X39 X40 X41 X42 X43 X44 X45 X46 X47 X48 X49 X50   y 
  0   0   0   0   0   0   0   0   0   0   0   0   0   0 

Aucune valeur manquante n’a été détectée.

Distributions

library(tidyverse)
# Histogrammes 
num_vars <- names(clas_data)[sapply(clas_data, is.numeric)]

for (var in head(num_vars, 50)) {
  print(
    ggplot(clas_data, aes_string(x = var)) +
      geom_histogram(bins = 30, fill = "steelblue", color = "white") +
      labs(title = paste("Distribution de", var), x = var, y = "Fréquence") +
      theme_minimal()
  )
}


# Densités par classe (y)
for (var in head(num_vars, 50)) {
  print(
    ggplot(clas_data, aes_string(x = var, fill = "y")) +
      geom_density(alpha = 0.5) +
      labs(title = paste("Densité de", var, "par classe de y")) +
      theme_minimal()
  )
}

Distributions

Les variables X1 à X20 semblent suivre des distributions aléatoires : distributions relativement uniformes, sans concentration vraiment marquée autour d’une valeur, aucune asymétrie, etc => contribuent probablement peu à la séparation des classes (à vérifier)

Les variables X21 à X50 semblent suivre des distributions gaussiennes. => se prêtent bien à des méthodes linéaires (reg. log., LDA, etc) => plus de potentiel discriminant
Par ailleurs, les graphiques illustrent bien la présence de valeurs aberrantes (ex : X41) => standardisation (centrage/reduction) nécessaire

Densités par classe

De manière générale, les courbes de densité des classes se chevauchent fortement pour la majorité des variables. Cela signifie qu’aucune variable ne permet à elle seule de séparer nettement les classes => meilleurs résultats obtenus avec les variables X9, X12, X45, X46, X47, X48 et X49, bien que peu concluant

Corrélation

library(corrplot)
# Calcul de la matrice de corrélation
corr_matrix <- cor(clas_data[, num_vars])

# Visualisation
corrplot(corr_matrix, method = "color", type = "lower", tl.cex = 0.6, number.cex = 0.5)

On observe aucune forte corrélation entre les différentes variables.

Répartition des classes

ggplot(clas_data, aes(x = y, fill = y)) +
  geom_bar() +
  labs(title = "Répartition des classes de y") +
  theme_minimal()

Cela confirme l’hypothèse selon laquelle la classe 1 est sous-représentée => pour les splits, il faudra donc faire attention de bien conserver la proportion de chaque classe !!!

Valeurs aberrantes

for (var in head(num_vars, 50)) {
  print(
    ggplot(clas_data, aes_string(x = "y", y = var, fill = "y")) +
      geom_boxplot() +
      labs(title = paste("Boxplot de", var, "par classe de y")) +
      theme_minimal()
  )
}

Cela confirme que les variables X21 à X50 contiennent de nombreuses valeurs aberrantes => normalisation

Remarques/ Synthèse

  • Standardisation indispensable (au moins pour X21–X45 et X46–X50) => centrage-réduction

  • pour les variables avec outliers, on peut tester un robust scaling (basé sur médiane et IQR)

  • Modèles à tester :

    • Random Forest et Gradient Boosting (XGBoost, LightGBM, CatBoost) => Insensibles à l’échelle et gèrent très bien les distributions mixtes, variables peu informatives et peu corrélées, les outliers et les interactions complexes. Ils sont aussi robustes pour des classes déséquilibrées
    • LDA / QDA (après standardisation) => variables X21–X50 semblent gaussiennes, absence de corrélations fortes mais Sensibles au déséquilibre de classes et sensibles à l’échelle
    • SVM (linéaire ou RBF) : Très performants quand il y a peu de corrélation entre variables. Le SVM RBF est bon dans des espaces où les frontières ne sont pas linéaires. MAIS exigent un scaling strict, Sensibles aux outliers et nécessite une feature selection
    • classes déséquilibrées : Oversampling avec SMOTE (fonctionne bien si features gaussiennes) ou Random oversampling et Undersampling léger des classes 2 et 3.

LDA & QDA

LDA
library(MASS)

# y as factor
clas_data$y <- factor(clas_data$y)

k <- 10
n <- nrow(clas_data)
folds <- sample(rep(1:k, length.out = n))

lda_acc <- numeric(k)

for (i in 1:k) {

  test_idx <- which(folds == i)
  train_idx <- setdiff(1:n, test_idx)

  train <- clas_data[train_idx, ]
  test  <- clas_data[test_idx, ]

  # Standardisation 
  x_train <- train[, 1:50]
  x_test  <- test[, 1:50]

  means <- apply(x_train, 2, mean)
  sds   <- apply(x_train, 2, sd)

  x_train_sc <- scale(x_train, center = means, scale = sds)
  x_test_sc  <- scale(x_test,  center = means, scale = sds)

  train_sc <- data.frame(x_train_sc, y = train$y)
  test_sc  <- data.frame(x_test_sc,  y = test$y)

  # LDA
  lda_model <- lda(y ~ ., data = train_sc)
  lda_pred  <- predict(lda_model, test_sc)$class

  # Accuracy
  lda_acc[i] <- mean(lda_pred == test_sc$y)
}

cat("\nRESULTATS LDA\n")

RESULTATS LDA
cat("Accuracies par fold : ", lda_acc, "\n")
Accuracies par fold :  0.54 0.5 0.44 0.48 0.56 0.58 0.56 0.56 0.58 0.76 
cat("Moyenne accuracy    : ", mean(lda_acc), "\n")
Moyenne accuracy    :  0.556 
cat("Écart-type accuracy : ", sd(lda_acc), "\n")
Écart-type accuracy :  0.08527081 
QDA
library(MASS)

# y as factor
clas_data$y <- factor(clas_data$y)

k <- 10
n <- nrow(clas_data)
folds <- sample(rep(1:k, length.out = n))

qda_acc <- numeric(k)

for (i in 1:k) {

  test_idx <- which(folds == i)
  train_idx <- setdiff(1:n, test_idx)

  train <- clas_data[train_idx, ]
  test  <- clas_data[test_idx, ]

  # Standardisation
  x_train <- train[, 1:50]
  x_test  <- test[, 1:50]

  means <- apply(x_train, 2, mean)
  sds   <- apply(x_train, 2, sd)

  x_train_sc <- scale(x_train, center = means, scale = sds)
  x_test_sc  <- scale(x_test,  center = means, scale = sds)

  train_sc <- data.frame(x_train_sc, y = train$y)
  test_sc  <- data.frame(x_test_sc,  y = test$y)

  # QDA
  qda_model <- qda(y ~ ., data = train_sc)
  qada_pred <- predict(qda_model, test_sc)$class

  # Accuracy
  qda_acc[i] <- mean(qada_pred == test_sc$y)
}

cat("\nRESULTATS QDA\n")

RESULTATS QDA
cat("Accuracies par fold : ", qda_acc, "\n")
Accuracies par fold :  0.52 0.64 0.54 0.52 0.68 0.6 0.52 0.64 0.58 0.62 
cat("Moyenne accuracy    : ", mean(qda_acc), "\n")
Moyenne accuracy    :  0.586 
cat("Écart-type accuracy : ", sd(qda_acc), "\n")
Écart-type accuracy :  0.05891614 

On obtient de mauvais résultats pour LDA et QDA. Cela s’explique par le fait qu’il n’existe pas de frontière nette entre les classes (distributions très entremêlées d’après l’analyse).

Par ailleurs, les variables X1-X20 sont peu informatives (du bruit peut-être ? => si c’est le cas LDA et QDA sont particulièrement sensibles au bruit) => sélection de variables ?

déséquilibre des classes

LDA/QDA supposent : * absence d’outliers extrêmes, * homogénéité des variances, * matrices de covariance bien conditionnées Ici, les variables n’ont pas les mêmes variances, il y a des valeurs atypiques et, de plus, QDA doit estimer 3 matrices de covariance complètes 50×50 avec relativement peu de données => pas stable

Selection de variables

Création d’un jeu d’entrainement pour la sélection de variables

set.seed(42)
train_size <- floor(0.7 * nrow(clas_data))
train_indices <- sample(seq_len(nrow(clas_data)), size = train_size)
clas_data_train <- clas_data[train_indices, ]
clas_data_test  <- clas_data[-train_indices, ]
Méthode forward
library('leaps')
reg.forward <- regsubsets(y ~ . , data = clas_data, method = 'forward')
plot(reg.forward, scale = "r2", main = "Sélection — forward (R2)")

forward.formula <- y ~ X1 + X5 + X9 + X29 + X36 + X46 + X47 + X50

y ~ X1 + X5 + X9 + X29 + X36 + X46 + X47 + X50

Méthode backward
library('leaps')
reg.backward <- regsubsets(y ~ . , data = clas_data, method = 'backward')
plot(reg.backward, scale = "r2", main = "Sélection — backward (R2)")

backward.formula <- y ~ X1 + X5 + X9 + X29 + X36 + X46 + X47 + X50

y ~ X1 + X5 + X9 + X29 + X36 + X46 + X47 + X50

AIC
library(nnet)
fit <- multinom(y ~ .,data=clas_data)
# weights:  156 (102 variable)
initial  value 549.306144 
iter  10 value 435.333632
iter  20 value 420.321746
iter  30 value 397.889506
iter  40 value 390.062158
iter  50 value 375.647636
iter  60 value 373.102508
iter  70 value 365.313611
iter  80 value 361.553618
iter  90 value 360.019622
iter 100 value 359.761764
final  value 359.761764 
stopped after 100 iterations
sel.aic <- stepAIC(fit,scope=y ~ .,direction="both", trace=FALSE)
# weights:  153 (100 variable)
initial  value 549.306144 
iter  10 value 439.220234
iter  20 value 423.286436
iter  30 value 399.049253
iter  40 value 390.997515
iter  50 value 377.786262
iter  60 value 374.423803
iter  70 value 366.488229
iter  80 value 362.959012
iter  90 value 361.239726
iter 100 value 361.081505
final  value 361.081505 
stopped after 100 iterations
# weights:  153 (100 variable)
initial  value 549.306144 
iter  10 value 437.477617
iter  20 value 421.910865
iter  30 value 398.387187
iter  40 value 390.069657
iter  50 value 375.822050
iter  60 value 372.569801
iter  70 value 366.206478
iter  80 value 362.629248
iter  90 value 361.395609
iter 100 value 361.202164
final  value 361.202164 
stopped after 100 iterations
# weights:  153 (100 variable)
initial  value 549.306144 
iter  10 value 437.979369
iter  20 value 422.364784
iter  30 value 398.527305
iter  40 value 390.014017
iter  50 value 377.099301
iter  60 value 373.260951
iter  70 value 365.992617
iter  80 value 361.745911
iter  90 value 360.205263
iter 100 value 360.089511
final  value 360.089511 
stopped after 100 iterations
# weights:  153 (100 variable)
initial  value 549.306144 
iter  10 value 433.589819
iter  20 value 418.878047
iter  30 value 397.656419
iter  40 value 389.388371
iter  50 value 376.229309
iter  60 value 371.760259
iter  70 value 366.076858
iter  80 value 361.816162
iter  90 value 360.253792
iter 100 value 360.114328
final  value 360.114328 
stopped after 100 iterations
# weights:  153 (100 variable)
initial  value 549.306144 
iter  10 value 436.012644
iter  20 value 420.838747
iter  30 value 398.986778
iter  40 value 390.609907
iter  50 value 375.717402
iter  60 value 372.598734
iter  70 value 366.077832
iter  80 value 362.062505
iter  90 value 360.439679
iter 100 value 360.294963
final  value 360.294963 
stopped after 100 iterations
# weights:  153 (100 variable)
initial  value 549.306144 
iter  10 value 440.778450
iter  20 value 424.114914
iter  30 value 400.370155
iter  40 value 392.220533
iter  50 value 376.226343
iter  60 value 373.353575
iter  70 value 365.528392
iter  80 value 361.514480
iter  90 value 360.097522
iter 100 value 359.925568
final  value 359.925568 
stopped after 100 iterations
# weights:  153 (100 variable)
initial  value 549.306144 
iter  10 value 433.287626
iter  20 value 418.641863
iter  30 value 397.100952
iter  40 value 389.352410
iter  50 value 376.047581
iter  60 value 373.883563
iter  70 value 367.482947
iter  80 value 363.916201
iter  90 value 362.524826
iter 100 value 362.327875
final  value 362.327875 
stopped after 100 iterations
# weights:  153 (100 variable)
initial  value 549.306144 
iter  10 value 440.088418
iter  20 value 423.704339
iter  30 value 400.058239
iter  40 value 390.850330
iter  50 value 375.303626
iter  60 value 372.070137
iter  70 value 364.926069
iter  80 value 361.764122
iter  90 value 360.337539
iter 100 value 360.223055
final  value 360.223055 
stopped after 100 iterations
# weights:  153 (100 variable)
initial  value 549.306144 
iter  10 value 433.046440
iter  20 value 419.075412
iter  30 value 398.518212
iter  40 value 391.245015
iter  50 value 378.873256
iter  60 value 376.145835
iter  70 value 369.412960
iter  80 value 365.032590
iter  90 value 363.221830
iter 100 value 363.094473
final  value 363.094473 
stopped after 100 iterations
# weights:  153 (100 variable)
initial  value 549.306144 
iter  10 value 437.685688
iter  20 value 421.892628
iter  30 value 398.534364
iter  40 value 390.089098
iter  50 value 375.660392
iter  60 value 372.666454
iter  70 value 366.044488
iter  80 value 361.877573
iter  90 value 360.362806
iter 100 value 360.017365
final  value 360.017365 
stopped after 100 iterations
# weights:  153 (100 variable)
initial  value 549.306144 
iter  10 value 440.062021
iter  20 value 424.125392
iter  30 value 400.065183
iter  40 value 391.131863
iter  50 value 377.154993
iter  60 value 373.375832
iter  70 value 366.447860
iter  80 value 362.236993
iter  90 value 360.116901
iter 100 value 359.757851
final  value 359.757851 
stopped after 100 iterations
# weights:  153 (100 variable)
initial  value 549.306144 
iter  10 value 432.860573
iter  20 value 418.314791
iter  30 value 396.250225
iter  40 value 388.440223
iter  50 value 375.304613
iter  60 value 372.764511
iter  70 value 365.830348
iter  80 value 362.271297
iter  90 value 360.712508
iter 100 value 360.574582
final  value 360.574582 
stopped after 100 iterations
# weights:  153 (100 variable)
initial  value 549.306144 
iter  10 value 432.778330
iter  20 value 418.671379
iter  30 value 397.150450
iter  40 value 389.385808
iter  50 value 376.404891
iter  60 value 372.749707
iter  70 value 366.952008
iter  80 value 363.140944
iter  90 value 361.630920
iter 100 value 361.464341
final  value 361.464341 
stopped after 100 iterations
# weights:  153 (100 variable)
initial  value 549.306144 
iter  10 value 435.949447
iter  20 value 420.544120
iter  30 value 397.703270
iter  40 value 389.378069
iter  50 value 376.620093
iter  60 value 373.311411
iter  70 value 365.389349
iter  80 value 362.707742
iter  90 value 360.580092
iter 100 value 360.315948
final  value 360.315948 
stopped after 100 iterations
# weights:  153 (100 variable)
initial  value 549.306144 
iter  10 value 435.131193
iter  20 value 420.240190
iter  30 value 397.992132
iter  40 value 389.570001
iter  50 value 376.383175
iter  60 value 371.868984
iter  70 value 365.236031
iter  80 value 361.687305
iter  90 value 360.036716
iter 100 value 359.877687
final  value 359.877687 
stopped after 100 iterations
# weights:  153 (100 variable)
initial  value 549.306144 
iter  10 value 438.675135
iter  20 value 423.499168
iter  30 value 400.154871
iter  40 value 391.814426
iter  50 value 378.027316
iter  60 value 374.753569
iter  70 value 368.080856
iter  80 value 363.557708
iter  90 value 361.787402
iter 100 value 361.602073
final  value 361.602073 
stopped after 100 iterations
# weights:  153 (100 variable)
initial  value 549.306144 
iter  10 value 435.500533
iter  20 value 420.483739
iter  30 value 398.677278
iter  40 value 390.324098
iter  50 value 377.846518
iter  60 value 374.511562
iter  70 value 366.988425
iter  80 value 363.583992
iter  90 value 361.771031
iter 100 value 361.601310
final  value 361.601310 
stopped after 100 iterations
# weights:  153 (100 variable)
initial  value 549.306144 
iter  10 value 430.605241
iter  20 value 416.901542
iter  30 value 396.612903
iter  40 value 389.670560
iter  50 value 376.841847
iter  60 value 374.349522
iter  70 value 367.505885
iter  80 value 364.581136
iter  90 value 363.029628
iter 100 value 362.842005
final  value 362.842005 
stopped after 100 iterations
# weights:  153 (100 variable)
initial  value 549.306144 
iter  10 value 438.951346
iter  20 value 422.996848
iter  30 value 399.546063
iter  40 value 390.677747
iter  50 value 375.686250
iter  60 value 372.740383
iter  70 value 365.552124
iter  80 value 362.010603
iter  90 value 359.990393
iter 100 value 359.780479
final  value 359.780479 
stopped after 100 iterations
# weights:  153 (100 variable)
initial  value 549.306144 
iter  10 value 435.946507
iter  20 value 420.556388
iter  30 value 397.607041
iter  40 value 389.647132
iter  50 value 375.341045
iter  60 value 372.003649
iter  70 value 365.698906
iter  80 value 361.890647
iter  90 value 360.342532
iter 100 value 360.157945
final  value 360.157945 
stopped after 100 iterations
# weights:  153 (100 variable)
initial  value 549.306144 
iter  10 value 434.616888
iter  20 value 420.032736
iter  30 value 398.170796
iter  40 value 389.563196
iter  50 value 376.233336
iter  60 value 372.822765
iter  70 value 365.913425
iter  80 value 362.258858
iter  90 value 360.663677
iter 100 value 360.545866
final  value 360.545866 
stopped after 100 iterations
# weights:  153 (100 variable)
initial  value 549.306144 
iter  10 value 426.852075
iter  20 value 414.465852
iter  30 value 396.076082
iter  40 value 389.380141
iter  50 value 376.592160
iter  60 value 373.219221
iter  70 value 366.821604
iter  80 value 363.025597
iter  90 value 361.669877
iter 100 value 361.424722
final  value 361.424722 
stopped after 100 iterations
# weights:  153 (100 variable)
initial  value 549.306144 
iter  10 value 436.761233
iter  20 value 421.500802
iter  30 value 400.022676
iter  40 value 391.197051
iter  50 value 377.535231
iter  60 value 374.144044
iter  70 value 367.238266
iter  80 value 363.801982
iter  90 value 362.164276
iter 100 value 362.007758
final  value 362.007758 
stopped after 100 iterations
# weights:  153 (100 variable)
initial  value 549.306144 
iter  10 value 435.748760
iter  20 value 420.762120
iter  30 value 398.443374
iter  40 value 390.253368
iter  50 value 376.426660
iter  60 value 373.332864
iter  70 value 366.299712
iter  80 value 363.339702
iter  90 value 361.397174
iter 100 value 360.771304
final  value 360.771304 
stopped after 100 iterations
# weights:  153 (100 variable)
initial  value 549.306144 
iter  10 value 435.784873
iter  20 value 420.740918
iter  30 value 398.079393
iter  40 value 389.699983
iter  50 value 375.747133
iter  60 value 372.661604
iter  70 value 365.936489
iter  80 value 361.969031
iter  90 value 360.341472
iter 100 value 360.205532
final  value 360.205532 
stopped after 100 iterations
# weights:  153 (100 variable)
initial  value 549.306144 
iter  10 value 434.535413
iter  20 value 420.006026
iter  30 value 397.708532
iter  40 value 389.681045
iter  50 value 377.986444
iter  60 value 373.568428
iter  70 value 367.124340
iter  80 value 363.542727
iter  90 value 361.563860
iter 100 value 361.409949
final  value 361.409949 
stopped after 100 iterations
# weights:  153 (100 variable)
initial  value 549.306144 
iter  10 value 436.086923
iter  20 value 421.976960
iter  30 value 398.989605
iter  40 value 389.734765
iter  50 value 378.680930
iter  60 value 375.389264
iter  70 value 369.963096
iter  80 value 366.299334
iter  90 value 365.048869
iter 100 value 364.936287
final  value 364.936287 
stopped after 100 iterations
# weights:  153 (100 variable)
initial  value 549.306144 
iter  10 value 436.386507
iter  20 value 421.136781
iter  30 value 398.199020
iter  40 value 390.015104
iter  50 value 375.905619
iter  60 value 373.357542
iter  70 value 366.874624
iter  80 value 362.733136
iter  90 value 360.957620
iter 100 value 360.705733
final  value 360.705733 
stopped after 100 iterations
# weights:  153 (100 variable)
initial  value 549.306144 
iter  10 value 436.325731
iter  20 value 425.949662
iter  30 value 399.023502
iter  40 value 388.343648
iter  50 value 381.756447
iter  60 value 378.305605
iter  70 value 372.713421
iter  80 value 368.412942
iter  90 value 367.821841
iter 100 value 367.672608
final  value 367.672608 
stopped after 100 iterations
# weights:  153 (100 variable)
initial  value 549.306144 
iter  10 value 435.127526
iter  20 value 420.351651
iter  30 value 398.376932
iter  40 value 390.140220
iter  50 value 376.269893
iter  60 value 373.205447
iter  70 value 366.721929
iter  80 value 362.119773
iter  90 value 360.743248
iter 100 value 360.612382
final  value 360.612382 
stopped after 100 iterations
# weights:  153 (100 variable)
initial  value 549.306144 
iter  10 value 435.766481
iter  20 value 420.881645
iter  30 value 398.088567
iter  40 value 389.539594
iter  50 value 375.221662
iter  60 value 372.538848
iter  70 value 365.320821
iter  80 value 361.747697
iter  90 value 360.161438
iter 100 value 360.018943
final  value 360.018943 
stopped after 100 iterations
# weights:  153 (100 variable)
initial  value 549.306144 
iter  10 value 431.820888
iter  20 value 417.691481
iter  30 value 397.143559
iter  40 value 389.413620
iter  50 value 375.846548
iter  60 value 372.858659
iter  70 value 366.351497
iter  80 value 362.886633
iter  90 value 361.401201
iter 100 value 361.181504
final  value 361.181504 
stopped after 100 iterations
# weights:  153 (100 variable)
initial  value 549.306144 
iter  10 value 434.147279
iter  20 value 419.724968
iter  30 value 398.488977
iter  40 value 391.102767
iter  50 value 377.467623
iter  60 value 374.053897
iter  70 value 367.308676
iter  80 value 363.672497
iter  90 value 362.287640
iter 100 value 362.082774
final  value 362.082774 
stopped after 100 iterations
# weights:  153 (100 variable)
initial  value 549.306144 
iter  10 value 436.070539
iter  20 value 421.068029
iter  30 value 398.693252
iter  40 value 390.282032
iter  50 value 376.122409
iter  60 value 373.303294
iter  70 value 366.651283
iter  80 value 362.187991
iter  90 value 360.631940
iter 100 value 360.418488
final  value 360.418488 
stopped after 100 iterations
# weights:  153 (100 variable)
initial  value 549.306144 
iter  10 value 428.418502
iter  20 value 414.410996
iter  30 value 395.285902
iter  40 value 389.575957
iter  50 value 376.326757
iter  60 value 371.929736
iter  70 value 366.345888
iter  80 value 362.672229
iter  90 value 361.257213
iter 100 value 360.990310
final  value 360.990310 
stopped after 100 iterations
# weights:  153 (100 variable)
initial  value 549.306144 
iter  10 value 436.831040
iter  20 value 420.197086
iter  30 value 397.649158
iter  40 value 388.639411
iter  50 value 375.700692
iter  60 value 370.556380
iter  70 value 364.314961
iter  80 value 361.839760
iter  90 value 360.811975
iter 100 value 360.625044
final  value 360.625044 
stopped after 100 iterations
# weights:  153 (100 variable)
initial  value 549.306144 
iter  10 value 435.013024
iter  20 value 420.242629
iter  30 value 397.923610
iter  40 value 390.216431
iter  50 value 376.245403
iter  60 value 373.177877
iter  70 value 365.894734
iter  80 value 362.045761
iter  90 value 360.435061
iter 100 value 360.096975
final  value 360.096975 
stopped after 100 iterations
# weights:  153 (100 variable)
initial  value 549.306144 
iter  10 value 435.110043
iter  20 value 420.090726
iter  30 value 397.677761
iter  40 value 389.250282
iter  50 value 375.148310
iter  60 value 372.303901
iter  70 value 365.423978
iter  80 value 361.491974
iter  90 value 359.961477
iter 100 value 359.862310
final  value 359.862310 
stopped after 100 iterations
# weights:  153 (100 variable)
initial  value 549.306144 
iter  10 value 434.574045
iter  20 value 419.895150
iter  30 value 397.881917
iter  40 value 389.930791
iter  50 value 376.102404
iter  60 value 373.503838
iter  70 value 365.785990
iter  80 value 362.252212
iter  90 value 360.835976
iter 100 value 360.716865
final  value 360.716865 
stopped after 100 iterations
# weights:  153 (100 variable)
initial  value 549.306144 
iter  10 value 434.873908
iter  20 value 419.793958
iter  30 value 397.769633
iter  40 value 389.976871
iter  50 value 375.910214
iter  60 value 373.822669
iter  70 value 366.328994
iter  80 value 362.051183
iter  90 value 360.241408
iter 100 value 359.979256
final  value 359.979256 
stopped after 100 iterations
# weights:  153 (100 variable)
initial  value 549.306144 
iter  10 value 436.645413
iter  20 value 421.457793
iter  30 value 399.659851
iter  40 value 392.236156
iter  50 value 380.065616
iter  60 value 372.527463
iter  70 value 368.301244
iter  80 value 364.586688
iter  90 value 362.428542
iter 100 value 362.132989
final  value 362.132989 
stopped after 100 iterations
# weights:  153 (100 variable)
initial  value 549.306144 
iter  10 value 436.228778
iter  20 value 421.366950
iter  30 value 398.733768
iter  40 value 390.543617
iter  50 value 376.200085
iter  60 value 372.757985
iter  70 value 366.011316
iter  80 value 362.062658
iter  90 value 360.613844
iter 100 value 360.455262
final  value 360.455262 
stopped after 100 iterations
# weights:  153 (100 variable)
initial  value 549.306144 
iter  10 value 427.402623
iter  20 value 414.765376
iter  30 value 396.326582
iter  40 value 389.602035
iter  50 value 375.423498
iter  60 value 372.185438
iter  70 value 366.503781
iter  80 value 363.648344
iter  90 value 361.403086
iter 100 value 361.279469
final  value 361.279469 
stopped after 100 iterations
# weights:  153 (100 variable)
initial  value 549.306144 
iter  10 value 435.589525
iter  20 value 420.216310
iter  30 value 398.298795
iter  40 value 390.084117
iter  50 value 375.812436
iter  60 value 372.844858
iter  70 value 365.672765
iter  80 value 362.035784
iter  90 value 360.240268
iter 100 value 360.062226
final  value 360.062226 
stopped after 100 iterations
# weights:  153 (100 variable)
initial  value 549.306144 
iter  10 value 435.288000
iter  20 value 420.487287
iter  30 value 397.957634
iter  40 value 389.932373
iter  50 value 375.694321
iter  60 value 373.142948
iter  70 value 365.918971
iter  80 value 361.882951
iter  90 value 360.265645
iter 100 value 360.099070
final  value 360.099070 
stopped after 100 iterations
# weights:  153 (100 variable)
initial  value 549.306144 
iter  10 value 436.393439
iter  20 value 423.241334
iter  30 value 403.304507
iter  40 value 396.465800
iter  50 value 385.097764
iter  60 value 382.113868
iter  70 value 375.875079
iter  80 value 373.191637
iter  90 value 372.048212
iter 100 value 371.853350
final  value 371.853350 
stopped after 100 iterations
# weights:  153 (100 variable)
initial  value 549.306144 
iter  10 value 447.956944
iter  20 value 434.640774
iter  30 value 414.994998
iter  40 value 408.379703
iter  50 value 396.606120
iter  60 value 393.355041
iter  70 value 387.558025
iter  80 value 385.121822
iter  90 value 383.862098
iter 100 value 383.718012
final  value 383.718012 
stopped after 100 iterations
# weights:  153 (100 variable)
initial  value 549.306144 
iter  10 value 435.880580
iter  20 value 422.201003
iter  30 value 403.449174
iter  40 value 397.039695
iter  50 value 384.837103
iter  60 value 382.474355
iter  70 value 376.666175
iter  80 value 373.996334
iter  90 value 373.103821
iter 100 value 372.981685
final  value 372.981685 
stopped after 100 iterations
# weights:  153 (100 variable)
initial  value 549.306144 
iter  10 value 436.578351
iter  20 value 422.768851
iter  30 value 403.756485
iter  40 value 396.989007
iter  50 value 385.423190
iter  60 value 382.695980
iter  70 value 376.970118
iter  80 value 374.050143
iter  90 value 372.932802
iter 100 value 372.746139
final  value 372.746139 
stopped after 100 iterations
# weights:  153 (100 variable)
initial  value 549.306144 
iter  10 value 438.332605
iter  20 value 425.841140
iter  30 value 407.511343
iter  40 value 401.616455
iter  50 value 392.040876
iter  60 value 388.762835
iter  70 value 383.523323
iter  80 value 381.365856
iter  90 value 380.112700
iter 100 value 379.853725
final  value 379.853725 
stopped after 100 iterations
# weights:  153 (100 variable)
initial  value 549.306144 
iter  10 value 440.062021
iter  20 value 424.125392
iter  30 value 400.065183
iter  40 value 391.131863
iter  50 value 377.154993
iter  60 value 373.375832
iter  70 value 366.447860
iter  80 value 362.236993
iter  90 value 360.116901
iter 100 value 359.757851
final  value 359.757851 
stopped after 100 iterations
# weights:  150 (98 variable)
initial  value 549.306144 
iter  10 value 443.787976
iter  20 value 426.789909
iter  30 value 401.040678
iter  40 value 391.909045
iter  50 value 377.248520
iter  60 value 373.665691
iter  70 value 366.546962
iter  80 value 362.876446
iter  90 value 361.207586
iter 100 value 361.094313
final  value 361.094313 
stopped after 100 iterations
# weights:  150 (98 variable)
initial  value 549.306144 
iter  10 value 441.841060
iter  20 value 425.248385
iter  30 value 400.432565
iter  40 value 391.660409
iter  50 value 377.066884
iter  60 value 372.882578
iter  70 value 366.343862
iter  80 value 363.004530
iter  90 value 361.387006
iter 100 value 361.230539
final  value 361.230539 
stopped after 100 iterations
# weights:  150 (98 variable)
initial  value 549.306144 
iter  10 value 442.722575
iter  20 value 426.010940
iter  30 value 400.386860
iter  40 value 391.436677
iter  50 value 375.696727
iter  60 value 373.153377
iter  70 value 365.543923
iter  80 value 361.797552
iter  90 value 360.254715
iter 100 value 360.112591
final  value 360.112591 
stopped after 100 iterations
# weights:  150 (98 variable)
initial  value 549.306144 
iter  10 value 438.696267
iter  20 value 422.887269
iter  30 value 399.465985
iter  40 value 390.797688
iter  50 value 377.001398
iter  60 value 371.151181
iter  70 value 365.155939
iter  80 value 362.077771
iter  90 value 360.441751
iter 100 value 360.158302
final  value 360.158302 
stopped after 100 iterations
# weights:  150 (98 variable)
initial  value 549.306144 
iter  10 value 440.718601
iter  20 value 424.389956
iter  30 value 400.890814
iter  40 value 392.062452
iter  50 value 379.633203
iter  60 value 374.140531
iter  70 value 366.232227
iter  80 value 361.915054
iter  90 value 360.580966
iter 100 value 360.312164
final  value 360.312164 
stopped after 100 iterations
# weights:  150 (98 variable)
initial  value 549.306144 
iter  10 value 445.014230
iter  20 value 427.231412
iter  30 value 402.255203
iter  40 value 393.006262
iter  50 value 375.914145
iter  60 value 372.199299
iter  70 value 365.196930
iter  80 value 361.548252
iter  90 value 360.088757
iter 100 value 359.941645
final  value 359.941645 
stopped after 100 iterations
# weights:  150 (98 variable)
initial  value 549.306144 
iter  10 value 438.275607
iter  20 value 422.636695
iter  30 value 399.408775
iter  40 value 391.048699
iter  50 value 378.372163
iter  60 value 374.039737
iter  70 value 367.655075
iter  80 value 363.925161
iter  90 value 362.767534
iter 100 value 362.400884
final  value 362.400884 
stopped after 100 iterations
# weights:  150 (98 variable)
initial  value 549.306144 
iter  10 value 444.232441
iter  20 value 426.765918
iter  30 value 401.083165
iter  40 value 391.905290
iter  50 value 375.017740
iter  60 value 371.051619
iter  70 value 365.190390
iter  80 value 361.896329
iter  90 value 360.334739
iter 100 value 360.240287
final  value 360.240287 
stopped after 100 iterations
# weights:  150 (98 variable)
initial  value 549.306144 
iter  10 value 438.857718
iter  20 value 423.795140
iter  30 value 401.297538
iter  40 value 393.193919
iter  50 value 377.866919
iter  60 value 374.221993
iter  70 value 367.689816
iter  80 value 364.573417
iter  90 value 363.281698
iter 100 value 363.134149
final  value 363.134149 
stopped after 100 iterations
# weights:  150 (98 variable)
initial  value 549.306144 
iter  10 value 442.754845
iter  20 value 425.749886
iter  30 value 400.640842
iter  40 value 391.697508
iter  50 value 375.727530
iter  60 value 371.717015
iter  70 value 365.367863
iter  80 value 361.828216
iter  90 value 360.206748
iter 100 value 360.044415
final  value 360.044415 
stopped after 100 iterations
# weights:  150 (98 variable)
initial  value 549.306144 
iter  10 value 438.043554
iter  20 value 422.495649
iter  30 value 398.610831
iter  40 value 390.147763
iter  50 value 375.374802
iter  60 value 370.889559
iter  70 value 365.121267
iter  80 value 361.994154
iter  90 value 360.671096
iter 100 value 360.600108
final  value 360.600108 
stopped after 100 iterations
# weights:  150 (98 variable)
initial  value 549.306144 
iter  10 value 438.414465
iter  20 value 423.275809
iter  30 value 399.902590
iter  40 value 391.233001
iter  50 value 376.044426
iter  60 value 373.214206
iter  70 value 366.385070
iter  80 value 363.561850
iter  90 value 361.649280
iter 100 value 361.465150
final  value 361.465150 
stopped after 100 iterations
# weights:  150 (98 variable)
initial  value 549.306144 
iter  10 value 440.818100
iter  20 value 424.374246
iter  30 value 399.905025
iter  40 value 390.979101
iter  50 value 377.616899
iter  60 value 373.100583
iter  70 value 366.069519
iter  80 value 362.199264
iter  90 value 360.958096
iter 100 value 360.348136
final  value 360.348136 
stopped after 100 iterations
# weights:  150 (98 variable)
initial  value 549.306144 
iter  10 value 440.096971
iter  20 value 424.112300
iter  30 value 400.209260
iter  40 value 391.246480
iter  50 value 375.703548
iter  60 value 371.931880
iter  70 value 365.497547
iter  80 value 361.616681
iter  90 value 360.007995
iter 100 value 359.891930
final  value 359.891930 
stopped after 100 iterations
# weights:  150 (98 variable)
initial  value 549.306144 
iter  10 value 443.739212
iter  20 value 427.300511
iter  30 value 402.037440
iter  40 value 393.252948
iter  50 value 378.141410
iter  60 value 374.529202
iter  70 value 367.517107
iter  80 value 363.776676
iter  90 value 361.854716
iter 100 value 361.629226
final  value 361.629226 
stopped after 100 iterations
# weights:  150 (98 variable)
initial  value 549.306144 
iter  10 value 440.129663
iter  20 value 424.114436
iter  30 value 400.725166
iter  40 value 391.830472
iter  50 value 376.414484
iter  60 value 372.197367
iter  70 value 366.588182
iter  80 value 363.522760
iter  90 value 361.773324
iter 100 value 361.592150
final  value 361.592150 
stopped after 100 iterations
# weights:  150 (98 variable)
initial  value 549.306144 
iter  10 value 436.382281
iter  20 value 421.576808
iter  30 value 399.114943
iter  40 value 391.432183
iter  50 value 376.981381
iter  60 value 373.599055
iter  70 value 367.400825
iter  80 value 364.290728
iter  90 value 362.984455
iter 100 value 362.852869
final  value 362.852869 
stopped after 100 iterations
# weights:  150 (98 variable)
initial  value 549.306144 
iter  10 value 443.402680
iter  20 value 426.343627
iter  30 value 401.777690
iter  40 value 392.119422
iter  50 value 376.398161
iter  60 value 372.322821
iter  70 value 365.358566
iter  80 value 361.532602
iter  90 value 359.956017
iter 100 value 359.793850
final  value 359.793850 
stopped after 100 iterations
# weights:  150 (98 variable)
initial  value 549.306144 
iter  10 value 440.684957
iter  20 value 424.261218
iter  30 value 399.625596
iter  40 value 391.165534
iter  50 value 375.700386
iter  60 value 371.524684
iter  70 value 365.316034
iter  80 value 361.858229
iter  90 value 360.284424
iter 100 value 360.180152
final  value 360.180152 
stopped after 100 iterations
# weights:  150 (98 variable)
initial  value 549.306144 
iter  10 value 439.272061
iter  20 value 423.622066
iter  30 value 399.898230
iter  40 value 390.804191
iter  50 value 375.921623
iter  60 value 372.565699
iter  70 value 366.306564
iter  80 value 362.176502
iter  90 value 360.689269
iter 100 value 360.573509
final  value 360.573509 
stopped after 100 iterations
# weights:  150 (98 variable)
initial  value 549.306144 
iter  10 value 431.283608
iter  20 value 417.983553
iter  30 value 398.179499
iter  40 value 390.998872
iter  50 value 375.942184
iter  60 value 371.883565
iter  70 value 366.128755
iter  80 value 362.843514
iter  90 value 361.541518
iter 100 value 361.404192
final  value 361.404192 
stopped after 100 iterations
# weights:  150 (98 variable)
initial  value 549.306144 
iter  10 value 441.079074
iter  20 value 424.900254
iter  30 value 402.047581
iter  40 value 392.801445
iter  50 value 378.809497
iter  60 value 375.230624
iter  70 value 367.784162
iter  80 value 364.076890
iter  90 value 362.149167
iter 100 value 362.003915
final  value 362.003915 
stopped after 100 iterations
# weights:  150 (98 variable)
initial  value 549.306144 
iter  10 value 440.636263
iter  20 value 424.722244
iter  30 value 400.723109
iter  40 value 391.995797
iter  50 value 377.323024
iter  60 value 372.582826
iter  70 value 366.051965
iter  80 value 363.459509
iter  90 value 360.942572
iter 100 value 360.749865
final  value 360.749865 
stopped after 100 iterations
# weights:  150 (98 variable)
initial  value 549.306144 
iter  10 value 440.352198
iter  20 value 424.381588
iter  30 value 400.266825
iter  40 value 391.411648
iter  50 value 376.077149
iter  60 value 371.904356
iter  70 value 365.993956
iter  80 value 361.773262
iter  90 value 360.506013
iter 100 value 360.225216
final  value 360.225216 
stopped after 100 iterations
# weights:  150 (98 variable)
initial  value 549.306144 
iter  10 value 438.383780
iter  20 value 422.991426
iter  30 value 399.456670
iter  40 value 391.141290
iter  50 value 378.556617
iter  60 value 372.915023
iter  70 value 367.676717
iter  80 value 363.453291
iter  90 value 361.584647
iter 100 value 361.438131
final  value 361.438131 
stopped after 100 iterations
# weights:  150 (98 variable)
initial  value 549.306144 
iter  10 value 440.762998
iter  20 value 425.637290
iter  30 value 401.074563
iter  40 value 390.853310
iter  50 value 378.976251
iter  60 value 374.909336
iter  70 value 370.309678
iter  80 value 366.189731
iter  90 value 365.192235
iter 100 value 364.956518
final  value 364.956518 
stopped after 100 iterations
# weights:  150 (98 variable)
initial  value 549.306144 
iter  10 value 441.237470
iter  20 value 424.838369
iter  30 value 400.322888
iter  40 value 391.770765
iter  50 value 376.274143
iter  60 value 371.774047
iter  70 value 365.495299
iter  80 value 362.661934
iter  90 value 360.907810
iter 100 value 360.733740
final  value 360.733740 
stopped after 100 iterations
# weights:  150 (98 variable)
initial  value 549.306144 
iter  10 value 441.066558
iter  20 value 429.860028
iter  30 value 400.344713
iter  40 value 389.756953
iter  50 value 380.954919
iter  60 value 378.004989
iter  70 value 371.574130
iter  80 value 368.540444
iter  90 value 367.843345
iter 100 value 367.711860
final  value 367.711860 
stopped after 100 iterations
# weights:  150 (98 variable)
initial  value 549.306144 
iter  10 value 439.689171
iter  20 value 423.874040
iter  30 value 400.395078
iter  40 value 392.363820
iter  50 value 378.553267
iter  60 value 374.645177
iter  70 value 368.013910
iter  80 value 362.463661
iter  90 value 360.919555
iter 100 value 360.690800
final  value 360.690800 
stopped after 100 iterations
# weights:  150 (98 variable)
initial  value 549.306144 
iter  10 value 440.311999
iter  20 value 424.578502
iter  30 value 400.240204
iter  40 value 391.297971
iter  50 value 375.876676
iter  60 value 373.081601
iter  70 value 365.854660
iter  80 value 361.938712
iter  90 value 360.184985
iter 100 value 360.028720
final  value 360.028720 
stopped after 100 iterations
# weights:  150 (98 variable)
initial  value 549.306144 
iter  10 value 437.087413
iter  20 value 421.874227
iter  30 value 399.604712
iter  40 value 391.248701
iter  50 value 376.794360
iter  60 value 372.657443
iter  70 value 366.790726
iter  80 value 363.095905
iter  90 value 361.451751
iter 100 value 361.203223
final  value 361.203223 
stopped after 100 iterations
# weights:  150 (98 variable)
initial  value 549.306144 
iter  10 value 439.201133
iter  20 value 423.788923
iter  30 value 401.569688
iter  40 value 392.982679
iter  50 value 378.938048
iter  60 value 373.028828
iter  70 value 367.627310
iter  80 value 363.860273
iter  90 value 362.284905
iter 100 value 362.096129
final  value 362.096129 
stopped after 100 iterations
# weights:  150 (98 variable)
initial  value 549.306144 
iter  10 value 440.902292
iter  20 value 424.842326
iter  30 value 401.014401
iter  40 value 392.023835
iter  50 value 377.429301
iter  60 value 373.896704
iter  70 value 364.822494
iter  80 value 362.103009
iter  90 value 360.677660
iter 100 value 360.468127
final  value 360.468127 
stopped after 100 iterations
# weights:  150 (98 variable)
initial  value 549.306144 
iter  10 value 433.889348
iter  20 value 418.741632
iter  30 value 397.973512
iter  40 value 390.861086
iter  50 value 376.715044
iter  60 value 371.214567
iter  70 value 366.052725
iter  80 value 362.361878
iter  90 value 361.186180
iter 100 value 361.023958
final  value 361.023958 
stopped after 100 iterations
# weights:  150 (98 variable)
initial  value 549.306144 
iter  10 value 441.610246
iter  20 value 423.710533
iter  30 value 400.053516
iter  40 value 389.844598
iter  50 value 376.037352
iter  60 value 372.230316
iter  70 value 363.490613
iter  80 value 361.435311
iter  90 value 360.744074
iter 100 value 360.610611
final  value 360.610611 
stopped after 100 iterations
# weights:  150 (98 variable)
initial  value 549.306144 
iter  10 value 439.818249
iter  20 value 424.158897
iter  30 value 400.773037
iter  40 value 391.796364
iter  50 value 376.036244
iter  60 value 372.707820
iter  70 value 365.723984
iter  80 value 361.767569
iter  90 value 360.243635
iter 100 value 360.100305
final  value 360.100305 
stopped after 100 iterations
# weights:  150 (98 variable)
initial  value 549.306144 
iter  10 value 439.825181
iter  20 value 423.904847
iter  30 value 399.917300
iter  40 value 390.810701
iter  50 value 375.496650
iter  60 value 372.412216
iter  70 value 366.108483
iter  80 value 362.084102
iter  90 value 360.022671
iter 100 value 359.873177
final  value 359.873177 
stopped after 100 iterations
# weights:  150 (98 variable)
initial  value 549.306144 
iter  10 value 439.415655
iter  20 value 423.737015
iter  30 value 400.046021
iter  40 value 391.463369
iter  50 value 376.070018
iter  60 value 371.477391
iter  70 value 365.402266
iter  80 value 362.294436
iter  90 value 360.866686
iter 100 value 360.739182
final  value 360.739182 
stopped after 100 iterations
# weights:  150 (98 variable)
initial  value 549.306144 
iter  10 value 439.545953
iter  20 value 423.401116
iter  30 value 399.821145
iter  40 value 391.028303
iter  50 value 375.560459
iter  60 value 370.847777
iter  70 value 365.581542
iter  80 value 361.839782
iter  90 value 360.216361
iter 100 value 360.002064
final  value 360.002064 
stopped after 100 iterations
# weights:  150 (98 variable)
initial  value 549.306144 
iter  10 value 441.097354
iter  20 value 424.987754
iter  30 value 402.139441
iter  40 value 393.040602
iter  50 value 380.337156
iter  60 value 371.459258
iter  70 value 367.223437
iter  80 value 363.567594
iter  90 value 362.448597
iter 100 value 362.168697
final  value 362.168697 
stopped after 100 iterations
# weights:  150 (98 variable)
initial  value 549.306144 
iter  10 value 440.944539
iter  20 value 425.014646
iter  30 value 400.754056
iter  40 value 391.539827
iter  50 value 375.739049
iter  60 value 372.105968
iter  70 value 364.715430
iter  80 value 361.900524
iter  90 value 360.656005
iter 100 value 360.480593
final  value 360.480593 
stopped after 100 iterations
# weights:  150 (98 variable)
initial  value 549.306144 
iter  10 value 431.983042
iter  20 value 418.084295
iter  30 value 398.272943
iter  40 value 391.201487
iter  50 value 377.910683
iter  60 value 372.763186
iter  70 value 364.426003
iter  80 value 363.029044
iter  90 value 361.508237
iter 100 value 361.290831
final  value 361.290831 
stopped after 100 iterations
# weights:  150 (98 variable)
initial  value 549.306144 
iter  10 value 440.787977
iter  20 value 424.209036
iter  30 value 400.605850
iter  40 value 391.773865
iter  50 value 376.035092
iter  60 value 371.721402
iter  70 value 365.163591
iter  80 value 362.128229
iter  90 value 360.239711
iter 100 value 360.088650
final  value 360.088650 
stopped after 100 iterations
# weights:  150 (98 variable)
initial  value 549.306144 
iter  10 value 439.976641
iter  20 value 424.211639
iter  30 value 400.278572
iter  40 value 391.664134
iter  50 value 376.022993
iter  60 value 371.813125
iter  70 value 365.479470
iter  80 value 361.757840
iter  90 value 360.279736
iter 100 value 360.131296
final  value 360.131296 
stopped after 100 iterations
# weights:  150 (98 variable)
initial  value 549.306144 
iter  10 value 442.210299
iter  20 value 428.014856
iter  30 value 405.923349
iter  40 value 398.318864
iter  50 value 385.662616
iter  60 value 382.718980
iter  70 value 376.576740
iter  80 value 373.493109
iter  90 value 372.107560
iter 100 value 371.953375
final  value 371.953375 
stopped after 100 iterations
# weights:  150 (98 variable)
initial  value 549.306144 
iter  10 value 452.028981
iter  20 value 437.831598
iter  30 value 416.751666
iter  40 value 409.568087
iter  50 value 397.312538
iter  60 value 392.864675
iter  70 value 387.591775
iter  80 value 385.178335
iter  90 value 384.087352
iter 100 value 383.810700
final  value 383.810700 
stopped after 100 iterations
# weights:  150 (98 variable)
initial  value 549.306144 
iter  10 value 441.019149
iter  20 value 426.309744
iter  30 value 405.618520
iter  40 value 398.146338
iter  50 value 384.716713
iter  60 value 382.055374
iter  70 value 376.986717
iter  80 value 374.096107
iter  90 value 373.124858
iter 100 value 372.989147
final  value 372.989147 
stopped after 100 iterations
# weights:  150 (98 variable)
initial  value 549.306144 
iter  10 value 442.423735
iter  20 value 427.644408
iter  30 value 406.767281
iter  40 value 399.191628
iter  50 value 388.912923
iter  60 value 384.509300
iter  70 value 377.488147
iter  80 value 374.543475
iter  90 value 373.096465
iter 100 value 372.959494
final  value 372.959494 
stopped after 100 iterations
# weights:  150 (98 variable)
initial  value 549.306144 
iter  10 value 443.637184
iter  20 value 430.103449
iter  30 value 409.858768
iter  40 value 403.602165
iter  50 value 391.033345
iter  60 value 387.996569
iter  70 value 383.723487
iter  80 value 381.393092
iter  90 value 380.105131
iter 100 value 379.939541
final  value 379.939541 
stopped after 100 iterations
# weights:  156 (102 variable)
initial  value 549.306144 
iter  10 value 435.333632
iter  20 value 420.321746
iter  30 value 397.889506
iter  40 value 390.062158
iter  50 value 375.647636
iter  60 value 373.102508
iter  70 value 365.313611
iter  80 value 361.553618
iter  90 value 360.019622
iter 100 value 359.761764
final  value 359.761764 
stopped after 100 iterations
# weights:  150 (98 variable)
initial  value 549.306144 
iter  10 value 443.402680
iter  20 value 426.343627
iter  30 value 401.777690
iter  40 value 392.119422
iter  50 value 376.398161
iter  60 value 372.322821
iter  70 value 365.358566
iter  80 value 361.532602
iter  90 value 359.956017
iter 100 value 359.793850
final  value 359.793850 
stopped after 100 iterations
# weights:  147 (96 variable)
initial  value 549.306144 
iter  10 value 447.071983
iter  20 value 428.940451
iter  30 value 403.370924
iter  40 value 393.233796
iter  50 value 376.979968
iter  60 value 373.257008
iter  70 value 366.523752
iter  80 value 362.722885
iter  90 value 361.256401
iter 100 value 361.110998
final  value 361.110998 
stopped after 100 iterations
# weights:  147 (96 variable)
initial  value 549.306144 
iter  10 value 444.864585
iter  20 value 427.128901
iter  30 value 402.209106
iter  40 value 392.494630
iter  50 value 376.906239
iter  60 value 373.433546
iter  70 value 366.998028
iter  80 value 362.691163
iter  90 value 361.640495
iter 100 value 361.266514
final  value 361.266514 
stopped after 100 iterations
# weights:  147 (96 variable)
initial  value 549.306144 
iter  10 value 445.921879
iter  20 value 428.096441
iter  30 value 402.353270
iter  40 value 392.370649
iter  50 value 378.618065
iter  60 value 373.839413
iter  70 value 365.510645
iter  80 value 361.940704
iter  90 value 360.542123
iter 100 value 360.181207
final  value 360.181207 
stopped after 100 iterations
# weights:  147 (96 variable)
initial  value 549.306144 
iter  10 value 442.420519
iter  20 value 425.479714
iter  30 value 401.855700
iter  40 value 391.695091
iter  50 value 376.032763
iter  60 value 372.035178
iter  70 value 364.995302
iter  80 value 361.834559
iter  90 value 360.388153
iter 100 value 360.213937
final  value 360.213937 
stopped after 100 iterations
# weights:  147 (96 variable)
initial  value 549.306144 
iter  10 value 444.460402
iter  20 value 426.879689
iter  30 value 402.630358
iter  40 value 392.656615
iter  50 value 377.252175
iter  60 value 373.253799
iter  70 value 365.702254
iter  80 value 361.528124
iter  90 value 360.527323
iter 100 value 360.337264
final  value 360.337264 
stopped after 100 iterations
# weights:  147 (96 variable)
initial  value 549.306144 
iter  10 value 448.363419
iter  20 value 429.339234
iter  30 value 404.379842
iter  40 value 394.028419
iter  50 value 376.597529
iter  60 value 372.648714
iter  70 value 365.728735
iter  80 value 362.009028
iter  90 value 360.183342
iter 100 value 359.977830
final  value 359.977830 
stopped after 100 iterations
# weights:  147 (96 variable)
initial  value 549.306144 
iter  10 value 441.915743
iter  20 value 425.107513
iter  30 value 401.908633
iter  40 value 392.397548
iter  50 value 378.107293
iter  60 value 374.747596
iter  70 value 367.621143
iter  80 value 363.584968
iter  90 value 362.562781
iter 100 value 362.448653
final  value 362.448653 
stopped after 100 iterations
# weights:  147 (96 variable)
initial  value 549.306144 
iter  10 value 447.371424
iter  20 value 428.700061
iter  30 value 403.181918
iter  40 value 392.868453
iter  50 value 379.492994
iter  60 value 373.630262
iter  70 value 366.100855
iter  80 value 361.916167
iter  90 value 360.521729
iter 100 value 360.272310
final  value 360.272310 
stopped after 100 iterations
# weights:  147 (96 variable)
initial  value 549.306144 
iter  10 value 443.584224
iter  20 value 427.222457
iter  30 value 403.598395
iter  40 value 394.033124
iter  50 value 380.883058
iter  60 value 375.408569
iter  70 value 369.250402
iter  80 value 363.989824
iter  90 value 363.450392
iter 100 value 363.183737
final  value 363.183737 
stopped after 100 iterations
# weights:  147 (96 variable)
initial  value 549.306144 
iter  10 value 446.596107
iter  20 value 428.151866
iter  30 value 402.327933
iter  40 value 392.403161
iter  50 value 376.512161
iter  60 value 371.746994
iter  70 value 365.529014
iter  80 value 361.003874
iter  90 value 360.204056
iter 100 value 360.063362
final  value 360.063362 
stopped after 100 iterations
# weights:  147 (96 variable)
initial  value 549.306144 
iter  10 value 441.793312
iter  20 value 425.016765
iter  30 value 400.122434
iter  40 value 390.778500
iter  50 value 376.403033
iter  60 value 371.440753
iter  70 value 365.371562
iter  80 value 362.111316
iter  90 value 360.709279
iter 100 value 360.614717
final  value 360.614717 
stopped after 100 iterations
# weights:  147 (96 variable)
initial  value 549.306144 
iter  10 value 442.564448
iter  20 value 426.118006
iter  30 value 401.704250
iter  40 value 392.080766
iter  50 value 378.224955
iter  60 value 373.282101
iter  70 value 366.801791
iter  80 value 362.988760
iter  90 value 361.689862
iter 100 value 361.516359
final  value 361.516359 
stopped after 100 iterations
# weights:  147 (96 variable)
initial  value 549.306144 
iter  10 value 444.191186
iter  20 value 426.411158
iter  30 value 401.711532
iter  40 value 392.170783
iter  50 value 378.078108
iter  60 value 373.471386
iter  70 value 365.578051
iter  80 value 361.650761
iter  90 value 360.528378
iter 100 value 360.375409
final  value 360.375409 
stopped after 100 iterations
# weights:  147 (96 variable)
initial  value 549.306144 
iter  10 value 443.557673
iter  20 value 426.426970
iter  30 value 402.017587
iter  40 value 391.886102
iter  50 value 375.957334
iter  60 value 371.866673
iter  70 value 365.015514
iter  80 value 361.645265
iter  90 value 360.424556
iter 100 value 359.942319
final  value 359.942319 
stopped after 100 iterations
# weights:  147 (96 variable)
initial  value 549.306144 
iter  10 value 446.673335
iter  20 value 429.167559
iter  30 value 403.379054
iter  40 value 393.596653
iter  50 value 378.396512
iter  60 value 374.359571
iter  70 value 367.126468
iter  80 value 363.039458
iter  90 value 361.840389
iter 100 value 361.721393
final  value 361.721393 
stopped after 100 iterations
# weights:  147 (96 variable)
initial  value 549.306144 
iter  10 value 443.514089
iter  20 value 426.498049
iter  30 value 402.438121
iter  40 value 392.567055
iter  50 value 376.827848
iter  60 value 373.310015
iter  70 value 366.485358
iter  80 value 362.988263
iter  90 value 361.774777
iter 100 value 361.629044
final  value 361.629044 
stopped after 100 iterations
# weights:  147 (96 variable)
initial  value 549.306144 
iter  10 value 440.678502
iter  20 value 424.739179
iter  30 value 401.822967
iter  40 value 392.898147
iter  50 value 377.881451
iter  60 value 374.312638
iter  70 value 368.302669
iter  80 value 364.214226
iter  90 value 363.033866
iter 100 value 362.907079
final  value 362.907079 
stopped after 100 iterations
# weights:  147 (96 variable)
initial  value 549.306144 
iter  10 value 444.190175
iter  20 value 426.620685
iter  30 value 401.803237
iter  40 value 392.358887
iter  50 value 376.653862
iter  60 value 371.820620
iter  70 value 365.639220
iter  80 value 362.587627
iter  90 value 360.699309
iter 100 value 360.239019
final  value 360.239019 
stopped after 100 iterations
# weights:  147 (96 variable)
initial  value 549.306144 
iter  10 value 443.260233
iter  20 value 426.366307
iter  30 value 402.511987
iter  40 value 391.889284
iter  50 value 379.151494
iter  60 value 375.075145
iter  70 value 366.706097
iter  80 value 362.590529
iter  90 value 360.914959
iter 100 value 360.635725
final  value 360.635725 
stopped after 100 iterations
# weights:  147 (96 variable)
initial  value 549.306144 
iter  10 value 436.092498
iter  20 value 421.481696
iter  30 value 400.410375
iter  40 value 392.023354
iter  50 value 378.396420
iter  60 value 373.639712
iter  70 value 366.511049
iter  80 value 362.951632
iter  90 value 361.637775
iter 100 value 361.461295
final  value 361.461295 
stopped after 100 iterations
# weights:  147 (96 variable)
initial  value 549.306144 
iter  10 value 444.716097
iter  20 value 427.250294
iter  30 value 403.770770
iter  40 value 393.606645
iter  50 value 380.818211
iter  60 value 375.338754
iter  70 value 367.952849
iter  80 value 363.988037
iter  90 value 362.376285
iter 100 value 362.068394
final  value 362.068394 
stopped after 100 iterations
# weights:  147 (96 variable)
initial  value 549.306144 
iter  10 value 444.132349
iter  20 value 427.061635
iter  30 value 402.766618
iter  40 value 393.386462
iter  50 value 377.175982
iter  60 value 372.396930
iter  70 value 366.274067
iter  80 value 362.738422
iter  90 value 361.025219
iter 100 value 360.796505
final  value 360.796505 
stopped after 100 iterations
# weights:  147 (96 variable)
initial  value 549.306144 
iter  10 value 443.627533
iter  20 value 426.779309
iter  30 value 402.844362
iter  40 value 392.972597
iter  50 value 377.724508
iter  60 value 373.418548
iter  70 value 366.360033
iter  80 value 361.848886
iter  90 value 360.473489
iter 100 value 360.277328
final  value 360.277328 
stopped after 100 iterations
# weights:  147 (96 variable)
initial  value 549.306144 
iter  10 value 442.020432
iter  20 value 425.704283
iter  30 value 401.933180
iter  40 value 392.494764
iter  50 value 380.957480
iter  60 value 374.966017
iter  70 value 367.737160
iter  80 value 363.257575
iter  90 value 361.840952
iter 100 value 361.485670
final  value 361.485670 
stopped after 100 iterations
# weights:  147 (96 variable)
initial  value 549.306144 
iter  10 value 444.089685
iter  20 value 427.758093
iter  30 value 403.649658
iter  40 value 391.582455
iter  50 value 380.096563
iter  60 value 376.466417
iter  70 value 370.057192
iter  80 value 366.033946
iter  90 value 365.223588
iter 100 value 365.020192
final  value 365.020192 
stopped after 100 iterations
# weights:  147 (96 variable)
initial  value 549.306144 
iter  10 value 444.877820
iter  20 value 427.086097
iter  30 value 402.197048
iter  40 value 391.455913
iter  50 value 376.606946
iter  60 value 372.709366
iter  70 value 366.508987
iter  80 value 362.317965
iter  90 value 361.095888
iter 100 value 360.761123
final  value 360.761123 
stopped after 100 iterations
# weights:  147 (96 variable)
initial  value 549.306144 
iter  10 value 444.486900
iter  20 value 432.485554
iter  30 value 401.103065
iter  40 value 391.874274
iter  50 value 382.447314
iter  60 value 379.462491
iter  70 value 370.971309
iter  80 value 368.762235
iter  90 value 368.005610
iter 100 value 367.932709
final  value 367.932709 
stopped after 100 iterations
# weights:  147 (96 variable)
initial  value 549.306144 
iter  10 value 443.061734
iter  20 value 426.077207
iter  30 value 402.088018
iter  40 value 392.829105
iter  50 value 379.886293
iter  60 value 374.339716
iter  70 value 367.028715
iter  80 value 361.657055
iter  90 value 360.887053
iter 100 value 360.724272
final  value 360.724272 
stopped after 100 iterations
# weights:  147 (96 variable)
initial  value 549.306144 
iter  10 value 443.740785
iter  20 value 426.845925
iter  30 value 402.071839
iter  40 value 392.095299
iter  50 value 376.451022
iter  60 value 372.788305
iter  70 value 366.229389
iter  80 value 361.954054
iter  90 value 360.348484
iter 100 value 360.099485
final  value 360.099485 
stopped after 100 iterations
# weights:  147 (96 variable)
initial  value 549.306144 
iter  10 value 440.583721
iter  20 value 424.277018
iter  30 value 401.258856
iter  40 value 391.979645
iter  50 value 378.765735
iter  60 value 372.601822
iter  70 value 366.199339
iter  80 value 362.853070
iter  90 value 361.454418
iter 100 value 361.220985
final  value 361.220985 
stopped after 100 iterations
# weights:  147 (96 variable)
initial  value 549.306144 
iter  10 value 442.660720
iter  20 value 426.138039
iter  30 value 403.208007
iter  40 value 393.644329
iter  50 value 378.029855
iter  60 value 373.489544
iter  70 value 367.398724
iter  80 value 363.489488
iter  90 value 362.254037
iter 100 value 362.122484
final  value 362.122484 
stopped after 100 iterations
# weights:  147 (96 variable)
initial  value 549.306144 
iter  10 value 444.279150
iter  20 value 427.291663
iter  30 value 402.750228
iter  40 value 392.872433
iter  50 value 376.620229
iter  60 value 372.781902
iter  70 value 365.898007
iter  80 value 362.954589
iter  90 value 360.838710
iter 100 value 360.493936
final  value 360.493936 
stopped after 100 iterations
# weights:  147 (96 variable)
initial  value 549.306144 
iter  10 value 437.689602
iter  20 value 421.097552
iter  30 value 399.740095
iter  40 value 391.639091
iter  50 value 377.569064
iter  60 value 372.424148
iter  70 value 366.222881
iter  80 value 361.896420
iter  90 value 361.362632
iter 100 value 361.110025
final  value 361.110025 
stopped after 100 iterations
# weights:  147 (96 variable)
initial  value 549.306144 
iter  10 value 445.185855
iter  20 value 425.357353
iter  30 value 402.348462
iter  40 value 390.270014
iter  50 value 376.461070
iter  60 value 368.867698
iter  70 value 363.427588
iter  80 value 361.436828
iter  90 value 360.729016
iter 100 value 360.687070
final  value 360.687070 
stopped after 100 iterations
# weights:  147 (96 variable)
initial  value 549.306144 
iter  10 value 443.333951
iter  20 value 426.451891
iter  30 value 402.120100
iter  40 value 392.430792
iter  50 value 376.323766
iter  60 value 372.646146
iter  70 value 365.929155
iter  80 value 361.809453
iter  90 value 360.357455
iter 100 value 360.139985
final  value 360.139985 
stopped after 100 iterations
# weights:  147 (96 variable)
initial  value 549.306144 
iter  10 value 443.378186
iter  20 value 426.364062
iter  30 value 401.555244
iter  40 value 391.645707
iter  50 value 376.290287
iter  60 value 371.891312
iter  70 value 365.413618
iter  80 value 361.484171
iter  90 value 360.070844
iter 100 value 359.916285
final  value 359.916285 
stopped after 100 iterations
# weights:  147 (96 variable)
initial  value 549.306144 
iter  10 value 443.130320
iter  20 value 426.417920
iter  30 value 402.657584
iter  40 value 393.067132
iter  50 value 379.313682
iter  60 value 373.237281
iter  70 value 366.340812
iter  80 value 361.829432
iter  90 value 360.955946
iter 100 value 360.772493
final  value 360.772493 
stopped after 100 iterations
# weights:  147 (96 variable)
initial  value 549.306144 
iter  10 value 442.658095
iter  20 value 425.585171
iter  30 value 401.883856
iter  40 value 392.066156
iter  50 value 378.130474
iter  60 value 372.556233
iter  70 value 365.220025
iter  80 value 361.549784
iter  90 value 360.177117
iter 100 value 360.034351
final  value 360.034351 
stopped after 100 iterations
# weights:  147 (96 variable)
initial  value 549.306144 
iter  10 value 444.524451
iter  20 value 427.311430
iter  30 value 403.640843
iter  40 value 393.648814
iter  50 value 378.043106
iter  60 value 373.961060
iter  70 value 368.081890
iter  80 value 362.949946
iter  90 value 362.335757
iter 100 value 362.172583
final  value 362.172583 
stopped after 100 iterations
# weights:  147 (96 variable)
initial  value 549.306144 
iter  10 value 444.306743
iter  20 value 427.315509
iter  30 value 402.660555
iter  40 value 392.678440
iter  50 value 376.857827
iter  60 value 370.526033
iter  70 value 365.246417
iter  80 value 362.127809
iter  90 value 360.759961
iter 100 value 360.550219
final  value 360.550219 
stopped after 100 iterations
# weights:  147 (96 variable)
initial  value 549.306144 
iter  10 value 436.958927
iter  20 value 421.457129
iter  30 value 401.120302
iter  40 value 392.402570
iter  50 value 376.299992
iter  60 value 371.089503
iter  70 value 365.975912
iter  80 value 362.420340
iter  90 value 361.460247
iter 100 value 361.345934
final  value 361.345934 
stopped after 100 iterations
# weights:  147 (96 variable)
initial  value 549.306144 
iter  10 value 443.564608
iter  20 value 425.915360
iter  30 value 402.522636
iter  40 value 392.649630
iter  50 value 376.450935
iter  60 value 372.584614
iter  70 value 365.270749
iter  80 value 361.865057
iter  90 value 360.286827
iter 100 value 360.132303
final  value 360.132303 
stopped after 100 iterations
# weights:  147 (96 variable)
initial  value 549.306144 
iter  10 value 443.488561
iter  20 value 426.827341
iter  30 value 402.352635
iter  40 value 392.710138
iter  50 value 376.670322
iter  60 value 372.194406
iter  70 value 365.824762
iter  80 value 361.834087
iter  90 value 360.338567
iter 100 value 360.176997
final  value 360.176997 
stopped after 100 iterations
# weights:  147 (96 variable)
initial  value 549.306144 
iter  10 value 446.200480
iter  20 value 430.929515
iter  30 value 408.727850
iter  40 value 399.726809
iter  50 value 386.758645
iter  60 value 383.326823
iter  70 value 376.614937
iter  80 value 373.462476
iter  90 value 372.292041
iter 100 value 372.164972
final  value 372.164972 
stopped after 100 iterations
# weights:  147 (96 variable)
initial  value 549.306144 
iter  10 value 455.244332
iter  20 value 440.016290
iter  30 value 418.394244
iter  40 value 410.434914
iter  50 value 396.773060
iter  60 value 393.465446
iter  70 value 387.917178
iter  80 value 385.009559
iter  90 value 384.211292
iter 100 value 384.106751
final  value 384.106751 
stopped after 100 iterations
# weights:  147 (96 variable)
initial  value 549.306144 
iter  10 value 445.588807
iter  20 value 429.573688
iter  30 value 408.232579
iter  40 value 399.738399
iter  50 value 385.517081
iter  60 value 383.069898
iter  70 value 377.104797
iter  80 value 374.154485
iter  90 value 373.458144
iter 100 value 373.121669
final  value 373.121669 
stopped after 100 iterations
# weights:  147 (96 variable)
initial  value 549.306144 
iter  10 value 446.813446
iter  20 value 430.797902
iter  30 value 408.562574
iter  40 value 400.470597
iter  50 value 386.537989
iter  60 value 382.849661
iter  70 value 377.293363
iter  80 value 374.334273
iter  90 value 373.165694
iter 100 value 373.035516
final  value 373.035516 
stopped after 100 iterations
# weights:  147 (96 variable)
initial  value 549.306144 
iter  10 value 448.057815
iter  20 value 433.340581
iter  30 value 412.595712
iter  40 value 404.368296
iter  50 value 391.442112
iter  60 value 388.469720
iter  70 value 383.620250
iter  80 value 381.339063
iter  90 value 380.195662
iter 100 value 380.081645
final  value 380.081645 
stopped after 100 iterations
# weights:  153 (100 variable)
initial  value 549.306144 
iter  10 value 438.951346
iter  20 value 422.996848
iter  30 value 399.546063
iter  40 value 390.677747
iter  50 value 375.686250
iter  60 value 372.740383
iter  70 value 365.552124
iter  80 value 362.010603
iter  90 value 359.990393
iter 100 value 359.780479
final  value 359.780479 
stopped after 100 iterations
# weights:  153 (100 variable)
initial  value 549.306144 
iter  10 value 440.062021
iter  20 value 424.125392
iter  30 value 400.065183
iter  40 value 391.131863
iter  50 value 377.154993
iter  60 value 373.375832
iter  70 value 366.447860
iter  80 value 362.236993
iter  90 value 360.116901
iter 100 value 359.757851
final  value 359.757851 
stopped after 100 iterations
# weights:  147 (96 variable)
initial  value 549.306144 
iter  10 value 443.378186
iter  20 value 426.364062
iter  30 value 401.555244
iter  40 value 391.645707
iter  50 value 376.290287
iter  60 value 371.891312
iter  70 value 365.413618
iter  80 value 361.484171
iter  90 value 360.070844
iter 100 value 359.916285
final  value 359.916285 
stopped after 100 iterations
# weights:  144 (94 variable)
initial  value 549.306144 
iter  10 value 447.150275
iter  20 value 429.071878
iter  30 value 403.014727
iter  40 value 392.663841
iter  50 value 376.898939
iter  60 value 373.650404
iter  70 value 366.273372
iter  80 value 362.401746
iter  90 value 361.414200
iter 100 value 361.234107
final  value 361.234107 
stopped after 100 iterations
# weights:  144 (94 variable)
initial  value 549.306144 
iter  10 value 444.739563
iter  20 value 427.003688
iter  30 value 401.999096
iter  40 value 391.881634
iter  50 value 376.825397
iter  60 value 372.080455
iter  70 value 366.169652
iter  80 value 362.078794
iter  90 value 361.415028
iter 100 value 361.322407
final  value 361.322407 
stopped after 100 iterations
# weights:  144 (94 variable)
initial  value 549.306144 
iter  10 value 445.939942
iter  20 value 428.063216
iter  30 value 401.938026
iter  40 value 391.661901
iter  50 value 376.446571
iter  60 value 371.555947
iter  70 value 365.249194
iter  80 value 360.731972
iter  90 value 360.356415
iter 100 value 360.272689
final  value 360.272689 
stopped after 100 iterations
# weights:  144 (94 variable)
initial  value 549.306144 
iter  10 value 442.428060
iter  20 value 425.423341
iter  30 value 401.882151
iter  40 value 390.911059
iter  50 value 376.503064
iter  60 value 371.806817
iter  70 value 365.708735
iter  80 value 361.379008
iter  90 value 360.512103
iter 100 value 360.334567
final  value 360.334567 
stopped after 100 iterations
# weights:  144 (94 variable)
initial  value 549.306144 
iter  10 value 444.597832
iter  20 value 426.832563
iter  30 value 402.594033
iter  40 value 392.256767
iter  50 value 379.936741
iter  60 value 373.440205
iter  70 value 365.953796
iter  80 value 361.207569
iter  90 value 360.529626
iter 100 value 360.417268
final  value 360.417268 
stopped after 100 iterations
# weights:  144 (94 variable)
initial  value 549.306144 
iter  10 value 448.138587
iter  20 value 429.041811
iter  30 value 403.937530
iter  40 value 393.403925
iter  50 value 377.066888
iter  60 value 371.559008
iter  70 value 365.302229
iter  80 value 361.019187
iter  90 value 360.259177
iter 100 value 360.106644
final  value 360.106644 
stopped after 100 iterations
# weights:  144 (94 variable)
initial  value 549.306144 
iter  10 value 441.918581
iter  20 value 424.980029
iter  30 value 401.370155
iter  40 value 391.649485
iter  50 value 378.685430
iter  60 value 373.516188
iter  70 value 367.177444
iter  80 value 363.436902
iter  90 value 362.733039
iter 100 value 362.624702
final  value 362.624702 
stopped after 100 iterations
# weights:  144 (94 variable)
initial  value 549.306144 
iter  10 value 447.527004
iter  20 value 428.618687
iter  30 value 402.848663
iter  40 value 393.019996
iter  50 value 379.349200
iter  60 value 372.182144
iter  70 value 365.857115
iter  80 value 361.343847
iter  90 value 360.537901
iter 100 value 360.398596
final  value 360.398596 
stopped after 100 iterations
# weights:  144 (94 variable)
initial  value 549.306144 
iter  10 value 443.648882
iter  20 value 427.197529
iter  30 value 403.394788
iter  40 value 393.190010
iter  50 value 378.996633
iter  60 value 372.627360
iter  70 value 368.005579
iter  80 value 363.961392
iter  90 value 363.341754
iter 100 value 363.283642
final  value 363.283642 
stopped after 100 iterations
# weights:  144 (94 variable)
initial  value 549.306144 
iter  10 value 446.451734
iter  20 value 427.987412
iter  30 value 402.435758
iter  40 value 391.873512
iter  50 value 377.032229
iter  60 value 371.185542
iter  70 value 365.918513
iter  80 value 361.230409
iter  90 value 360.343586
iter 100 value 360.220578
final  value 360.220578 
stopped after 100 iterations
# weights:  144 (94 variable)
initial  value 549.306144 
iter  10 value 441.768748
iter  20 value 425.015983
iter  30 value 400.297282
iter  40 value 390.667149
iter  50 value 376.538456
iter  60 value 372.576008
iter  70 value 365.790912
iter  80 value 361.700489
iter  90 value 360.924302
iter 100 value 360.828263
final  value 360.828263 
stopped after 100 iterations
# weights:  144 (94 variable)
initial  value 549.306144 
iter  10 value 442.506636
iter  20 value 426.106188
iter  30 value 402.464753
iter  40 value 393.557283
iter  50 value 379.753737
iter  60 value 372.751380
iter  70 value 366.940209
iter  80 value 363.052408
iter  90 value 361.742610
iter 100 value 361.637047
final  value 361.637047 
stopped after 100 iterations
# weights:  144 (94 variable)
initial  value 549.306144 
iter  10 value 444.320468
iter  20 value 426.405867
iter  30 value 401.275038
iter  40 value 391.099758
iter  50 value 376.751458
iter  60 value 372.260438
iter  70 value 365.390960
iter  80 value 361.439059
iter  90 value 360.709392
iter 100 value 360.535763
final  value 360.535763 
stopped after 100 iterations
# weights:  144 (94 variable)
initial  value 549.306144 
iter  10 value 443.490953
iter  20 value 426.378059
iter  30 value 401.792745
iter  40 value 391.287171
iter  50 value 376.866249
iter  60 value 370.919857
iter  70 value 365.236826
iter  80 value 360.737673
iter  90 value 360.181018
iter 100 value 360.042194
final  value 360.042194 
stopped after 100 iterations
# weights:  144 (94 variable)
initial  value 549.306144 
iter  10 value 446.758368
iter  20 value 429.172300
iter  30 value 403.824003
iter  40 value 393.626513
iter  50 value 378.951136
iter  60 value 374.096406
iter  70 value 367.384643
iter  80 value 363.103993
iter  90 value 361.966734
iter 100 value 361.907895
final  value 361.907895 
stopped after 100 iterations
# weights:  144 (94 variable)
initial  value 549.306144 
iter  10 value 443.567592
iter  20 value 426.453020
iter  30 value 402.241565
iter  40 value 392.188633
iter  50 value 376.779150
iter  60 value 372.728195
iter  70 value 366.468730
iter  80 value 362.362206
iter  90 value 361.915181
iter 100 value 361.740163
final  value 361.740163 
stopped after 100 iterations
# weights:  144 (94 variable)
initial  value 549.306144 
iter  10 value 440.767285
iter  20 value 424.829324
iter  30 value 401.903106
iter  40 value 392.550499
iter  50 value 378.224923
iter  60 value 373.295373
iter  70 value 367.742539
iter  80 value 363.723410
iter  90 value 363.125887
iter 100 value 363.012191
final  value 363.012191 
stopped after 100 iterations
# weights:  144 (94 variable)
initial  value 549.306144 
iter  10 value 444.031800
iter  20 value 426.351994
iter  30 value 401.265259
iter  40 value 391.591228
iter  50 value 378.638136
iter  60 value 372.526568
iter  70 value 366.065835
iter  80 value 361.412549
iter  90 value 360.550831
iter 100 value 360.336924
final  value 360.336924 
stopped after 100 iterations
# weights:  144 (94 variable)
initial  value 549.306144 
iter  10 value 443.035322
iter  20 value 426.033102
iter  30 value 402.235022
iter  40 value 391.190280
iter  50 value 376.756942
iter  60 value 372.220840
iter  70 value 366.400885
iter  80 value 361.762010
iter  90 value 360.914525
iter 100 value 360.828383
final  value 360.828383 
stopped after 100 iterations
# weights:  144 (94 variable)
initial  value 549.306144 
iter  10 value 434.729252
iter  20 value 420.486996
iter  30 value 399.698001
iter  40 value 391.204891
iter  50 value 377.590721
iter  60 value 372.392571
iter  70 value 366.607413
iter  80 value 363.059618
iter  90 value 361.698277
iter 100 value 361.590246
final  value 361.590246 
stopped after 100 iterations
# weights:  144 (94 variable)
initial  value 549.306144 
iter  10 value 444.808636
iter  20 value 427.301966
iter  30 value 403.666585
iter  40 value 393.155388
iter  50 value 381.230440
iter  60 value 375.258208
iter  70 value 368.150891
iter  80 value 363.085347
iter  90 value 362.250184
iter 100 value 362.133277
final  value 362.133277 
stopped after 100 iterations
# weights:  144 (94 variable)
initial  value 549.306144 
iter  10 value 444.104863
iter  20 value 427.050984
iter  30 value 402.284163
iter  40 value 392.890895
iter  50 value 377.337312
iter  60 value 374.153832
iter  70 value 366.924264
iter  80 value 361.865381
iter  90 value 361.131253
iter 100 value 360.910523
final  value 360.910523 
stopped after 100 iterations
# weights:  144 (94 variable)
initial  value 549.306144 
iter  10 value 443.579602
iter  20 value 426.481407
iter  30 value 402.279310
iter  40 value 392.987908
iter  50 value 381.610406
iter  60 value 375.941185
iter  70 value 367.561439
iter  80 value 361.354756
iter  90 value 360.566655
iter 100 value 360.351857
final  value 360.351857 
stopped after 100 iterations
# weights:  144 (94 variable)
initial  value 549.306144 
iter  10 value 441.930591
iter  20 value 425.439957
iter  30 value 401.447876
iter  40 value 392.519834
iter  50 value 377.401720
iter  60 value 373.668039
iter  70 value 367.393519
iter  80 value 362.439088
iter  90 value 361.771332
iter 100 value 361.591033
final  value 361.591033 
stopped after 100 iterations
# weights:  144 (94 variable)
initial  value 549.306144 
iter  10 value 444.054376
iter  20 value 427.699774
iter  30 value 403.087098
iter  40 value 389.671904
iter  50 value 380.883498
iter  60 value 376.850366
iter  70 value 369.566054
iter  80 value 365.831199
iter  90 value 365.217885
iter 100 value 365.151390
final  value 365.151390 
stopped after 100 iterations
# weights:  144 (94 variable)
initial  value 549.306144 
iter  10 value 444.931561
iter  20 value 427.180161
iter  30 value 402.413466
iter  40 value 391.560051
iter  50 value 376.824712
iter  60 value 371.741903
iter  70 value 366.844102
iter  80 value 361.709083
iter  90 value 361.118985
iter 100 value 361.053841
final  value 361.053841 
stopped after 100 iterations
# weights:  144 (94 variable)
initial  value 549.306144 
iter  10 value 444.449635
iter  20 value 432.454095
iter  30 value 400.826786
iter  40 value 391.898264
iter  50 value 382.841874
iter  60 value 378.778891
iter  70 value 371.101789
iter  80 value 369.081467
iter  90 value 368.164790
iter 100 value 368.133605
final  value 368.133605 
stopped after 100 iterations
# weights:  144 (94 variable)
initial  value 549.306144 
iter  10 value 443.013245
iter  20 value 426.140147
iter  30 value 402.282337
iter  40 value 392.247937
iter  50 value 378.922118
iter  60 value 373.723515
iter  70 value 366.152167
iter  80 value 361.477686
iter  90 value 360.923219
iter 100 value 360.838021
final  value 360.838021 
stopped after 100 iterations
# weights:  144 (94 variable)
initial  value 549.306144 
iter  10 value 443.744587
iter  20 value 426.707673
iter  30 value 401.871313
iter  40 value 391.922524
iter  50 value 376.688025
iter  60 value 373.112169
iter  70 value 366.835846
iter  80 value 361.626311
iter  90 value 360.512774
iter 100 value 360.316393
final  value 360.316393 
stopped after 100 iterations
# weights:  144 (94 variable)
initial  value 549.306144 
iter  10 value 441.194811
iter  20 value 424.818671
iter  30 value 401.540681
iter  40 value 391.688763
iter  50 value 377.227913
iter  60 value 372.161927
iter  70 value 366.866250
iter  80 value 362.093056
iter  90 value 361.455473
iter 100 value 361.397033
final  value 361.397033 
stopped after 100 iterations
# weights:  144 (94 variable)
initial  value 549.306144 
iter  10 value 442.771753
iter  20 value 426.323782
iter  30 value 403.492647
iter  40 value 393.510666
iter  50 value 379.435772
iter  60 value 372.635250
iter  70 value 367.145727
iter  80 value 363.259437
iter  90 value 362.446661
iter 100 value 362.247901
final  value 362.247901 
stopped after 100 iterations
# weights:  144 (94 variable)
initial  value 549.306144 
iter  10 value 444.229178
iter  20 value 427.210777
iter  30 value 402.737295
iter  40 value 392.589316
iter  50 value 377.014152
iter  60 value 371.905193
iter  70 value 366.204716
iter  80 value 362.049614
iter  90 value 360.767066
iter 100 value 360.652793
final  value 360.652793 
stopped after 100 iterations
# weights:  144 (94 variable)
initial  value 549.306144 
iter  10 value 437.573491
iter  20 value 421.097272
iter  30 value 399.817332
iter  40 value 391.145846
iter  50 value 377.927077
iter  60 value 372.052871
iter  70 value 366.530585
iter  80 value 361.795182
iter  90 value 361.337325
iter 100 value 361.197989
final  value 361.197989 
stopped after 100 iterations
# weights:  144 (94 variable)
initial  value 549.306144 
iter  10 value 445.196802
iter  20 value 425.276001
iter  30 value 402.068805
iter  40 value 390.547208
iter  50 value 376.472628
iter  60 value 369.402899
iter  70 value 363.866823
iter  80 value 361.568670
iter  90 value 360.873279
iter 100 value 360.791349
final  value 360.791349 
stopped after 100 iterations
# weights:  144 (94 variable)
initial  value 549.306144 
iter  10 value 443.303109
iter  20 value 426.474398
iter  30 value 402.162012
iter  40 value 391.981980
iter  50 value 376.473469
iter  60 value 371.497089
iter  70 value 365.712844
iter  80 value 361.173515
iter  90 value 360.467229
iter 100 value 360.272359
final  value 360.272359 
stopped after 100 iterations
# weights:  144 (94 variable)
initial  value 549.306144 
iter  10 value 443.001811
iter  20 value 426.223705
iter  30 value 402.034379
iter  40 value 392.412298
iter  50 value 377.755385
iter  60 value 372.408280
iter  70 value 366.288687
iter  80 value 362.356611
iter  90 value 361.084385
iter 100 value 360.880480
final  value 360.880480 
stopped after 100 iterations
# weights:  144 (94 variable)
initial  value 549.306144 
iter  10 value 442.686006
iter  20 value 425.458034
iter  30 value 401.003303
iter  40 value 391.019372
iter  50 value 376.689305
iter  60 value 372.574873
iter  70 value 366.153920
iter  80 value 360.945155
iter  90 value 360.269902
iter 100 value 360.148793
final  value 360.148793 
stopped after 100 iterations
# weights:  144 (94 variable)
initial  value 549.306144 
iter  10 value 444.600751
iter  20 value 427.407069
iter  30 value 404.577816
iter  40 value 393.929100
iter  50 value 378.185242
iter  60 value 372.630192
iter  70 value 367.501053
iter  80 value 363.268371
iter  90 value 362.600190
iter 100 value 362.523579
final  value 362.523579 
stopped after 100 iterations
# weights:  144 (94 variable)
initial  value 549.306144 
iter  10 value 444.174350
iter  20 value 427.033261
iter  30 value 402.128157
iter  40 value 393.386393
iter  50 value 378.278949
iter  60 value 371.922957
iter  70 value 366.218006
iter  80 value 361.617408
iter  90 value 360.819518
iter 100 value 360.689972
final  value 360.689972 
stopped after 100 iterations
# weights:  144 (94 variable)
initial  value 549.306144 
iter  10 value 436.159186
iter  20 value 420.952675
iter  30 value 400.650747
iter  40 value 391.546696
iter  50 value 376.785278
iter  60 value 370.995792
iter  70 value 366.285631
iter  80 value 362.281597
iter  90 value 361.565425
iter 100 value 361.473929
final  value 361.473929 
stopped after 100 iterations
# weights:  144 (94 variable)
initial  value 549.306144 
iter  10 value 443.473246
iter  20 value 425.731392
iter  30 value 402.008780
iter  40 value 391.755997
iter  50 value 376.580899
iter  60 value 371.455111
iter  70 value 366.361583
iter  80 value 361.193672
iter  90 value 360.384307
iter 100 value 360.265271
final  value 360.265271 
stopped after 100 iterations
# weights:  144 (94 variable)
initial  value 549.306144 
iter  10 value 443.454859
iter  20 value 426.654889
iter  30 value 401.984846
iter  40 value 392.321097
iter  50 value 376.607145
iter  60 value 372.520512
iter  70 value 366.692147
iter  80 value 361.247135
iter  90 value 360.469997
iter 100 value 360.307003
final  value 360.307003 
stopped after 100 iterations
# weights:  144 (94 variable)
initial  value 549.306144 
iter  10 value 446.116252
iter  20 value 430.736266
iter  30 value 407.925433
iter  40 value 398.715379
iter  50 value 386.466193
iter  60 value 382.188250
iter  70 value 376.744797
iter  80 value 372.846542
iter  90 value 372.340200
iter 100 value 372.305756
final  value 372.305756 
stopped after 100 iterations
# weights:  144 (94 variable)
initial  value 549.306144 
iter  10 value 455.237227
iter  20 value 439.768251
iter  30 value 418.303937
iter  40 value 410.168524
iter  50 value 398.206757
iter  60 value 393.650113
iter  70 value 388.066501
iter  80 value 384.776964
iter  90 value 384.306954
iter 100 value 384.230514
final  value 384.230514 
stopped after 100 iterations
# weights:  144 (94 variable)
initial  value 549.306144 
iter  10 value 445.315147
iter  20 value 429.413094
iter  30 value 407.829056
iter  40 value 399.182862
iter  50 value 387.380942
iter  60 value 384.232450
iter  70 value 378.300627
iter  80 value 374.321015
iter  90 value 373.320168
iter 100 value 373.200812
final  value 373.200812 
stopped after 100 iterations
# weights:  144 (94 variable)
initial  value 549.306144 
iter  10 value 446.547877
iter  20 value 430.647935
iter  30 value 408.520377
iter  40 value 400.662824
iter  50 value 386.651442
iter  60 value 382.546742
iter  70 value 377.166740
iter  80 value 374.167447
iter  90 value 373.334449
iter 100 value 373.209373
final  value 373.209373 
stopped after 100 iterations
# weights:  144 (94 variable)
initial  value 549.306144 
iter  10 value 447.859617
iter  20 value 433.088141
iter  30 value 411.894930
iter  40 value 404.243079
iter  50 value 392.139034
iter  60 value 388.645039
iter  70 value 383.827831
iter  80 value 381.145131
iter  90 value 380.444309
iter 100 value 380.320275
final  value 380.320275 
stopped after 100 iterations
# weights:  150 (98 variable)
initial  value 549.306144 
iter  10 value 438.879341
iter  20 value 422.927756
iter  30 value 399.454459
iter  40 value 390.331302
iter  50 value 375.657263
iter  60 value 372.550147
iter  70 value 365.384216
iter  80 value 361.711129
iter  90 value 360.035631
iter 100 value 359.898105
final  value 359.898105 
stopped after 100 iterations
# weights:  150 (98 variable)
initial  value 549.306144 
iter  10 value 439.825181
iter  20 value 423.904847
iter  30 value 399.917300
iter  40 value 390.810701
iter  50 value 375.496650
iter  60 value 372.412216
iter  70 value 366.108483
iter  80 value 362.084102
iter  90 value 360.022671
iter 100 value 359.873177
final  value 359.873177 
stopped after 100 iterations
# weights:  150 (98 variable)
initial  value 549.306144 
iter  10 value 443.402680
iter  20 value 426.343627
iter  30 value 401.777690
iter  40 value 392.119422
iter  50 value 376.398161
iter  60 value 372.322821
iter  70 value 365.358566
iter  80 value 361.532602
iter  90 value 359.956017
iter 100 value 359.793850
final  value 359.793850 
stopped after 100 iterations
# weights:  144 (94 variable)
initial  value 549.306144 
iter  10 value 443.490953
iter  20 value 426.378059
iter  30 value 401.792745
iter  40 value 391.287171
iter  50 value 376.866249
iter  60 value 370.919857
iter  70 value 365.236826
iter  80 value 360.737673
iter  90 value 360.181018
iter 100 value 360.042194
final  value 360.042194 
stopped after 100 iterations
# weights:  141 (92 variable)
initial  value 549.306144 
iter  10 value 447.375086
iter  20 value 428.947887
iter  30 value 403.280777
iter  40 value 392.310132
iter  50 value 378.724400
iter  60 value 373.300128
iter  70 value 366.390712
iter  80 value 362.168931
iter  90 value 361.439782
iter 100 value 361.394388
final  value 361.394388 
stopped after 100 iterations
# weights:  141 (92 variable)
initial  value 549.306144 
iter  10 value 445.477068
iter  20 value 427.451420
iter  30 value 402.101719
iter  40 value 391.410722
iter  50 value 377.067696
iter  60 value 372.813369
iter  70 value 366.353131
iter  80 value 361.947075
iter  90 value 361.530627
iter 100 value 361.491330
final  value 361.491330 
stopped after 100 iterations
# weights:  141 (92 variable)
initial  value 549.306144 
iter  10 value 446.259383
iter  20 value 428.129095
iter  30 value 402.613221
iter  40 value 391.230224
iter  50 value 377.023435
iter  60 value 371.495570
iter  70 value 365.121080
iter  80 value 360.879463
iter  90 value 360.420585
iter 100 value 360.394110
final  value 360.394110 
stopped after 100 iterations
# weights:  141 (92 variable)
initial  value 549.306144 
iter  10 value 442.852805
iter  20 value 425.691437
iter  30 value 401.568629
iter  40 value 390.526748
iter  50 value 376.427190
iter  60 value 371.161981
iter  70 value 365.362451
iter  80 value 360.994918
iter  90 value 360.528388
iter 100 value 360.474590
final  value 360.474590 
stopped after 100 iterations
# weights:  141 (92 variable)
initial  value 549.306144 
iter  10 value 445.066492
iter  20 value 427.006492
iter  30 value 402.796877
iter  40 value 392.003439
iter  50 value 377.170784
iter  60 value 372.330221
iter  70 value 365.339007
iter  80 value 361.370107
iter  90 value 360.607709
iter 100 value 360.559789
final  value 360.559789 
stopped after 100 iterations
# weights:  141 (92 variable)
initial  value 549.306144 
iter  10 value 448.498495
iter  20 value 429.075046
iter  30 value 405.080290
iter  40 value 393.572125
iter  50 value 377.427592
iter  60 value 372.537311
iter  70 value 365.495365
iter  80 value 361.387557
iter  90 value 360.436730
iter 100 value 360.234058
final  value 360.234058 
stopped after 100 iterations
# weights:  141 (92 variable)
initial  value 549.306144 
iter  10 value 442.329573
iter  20 value 425.139655
iter  30 value 401.366565
iter  40 value 391.190729
iter  50 value 380.076017
iter  60 value 373.935482
iter  70 value 367.375755
iter  80 value 363.652582
iter  90 value 363.036193
iter 100 value 362.850206
final  value 362.850206 
stopped after 100 iterations
# weights:  141 (92 variable)
initial  value 549.306144 
iter  10 value 448.228853
iter  20 value 429.011536
iter  30 value 403.370718
iter  40 value 392.426696
iter  50 value 377.262225
iter  60 value 371.282180
iter  70 value 365.557750
iter  80 value 361.346830
iter  90 value 360.558184
iter 100 value 360.498418
final  value 360.498418 
stopped after 100 iterations
# weights:  141 (92 variable)
initial  value 549.306144 
iter  10 value 444.300319
iter  20 value 427.531303
iter  30 value 403.476645
iter  40 value 392.566273
iter  50 value 378.927562
iter  60 value 373.370807
iter  70 value 367.907198
iter  80 value 364.043884
iter  90 value 363.521560
iter 100 value 363.457306
final  value 363.457306 
stopped after 100 iterations
# weights:  141 (92 variable)
initial  value 549.306144 
iter  10 value 446.640535
iter  20 value 427.926162
iter  30 value 402.406432
iter  40 value 391.169968
iter  50 value 376.885202
iter  60 value 371.650170
iter  70 value 365.284345
iter  80 value 360.999431
iter  90 value 360.369256
iter 100 value 360.336069
final  value 360.336069 
stopped after 100 iterations
# weights:  141 (92 variable)
initial  value 549.306144 
iter  10 value 442.167220
iter  20 value 425.266401
iter  30 value 400.811093
iter  40 value 390.018195
iter  50 value 379.890748
iter  60 value 372.612882
iter  70 value 366.289696
iter  80 value 361.749207
iter  90 value 361.016982
iter 100 value 360.981388
final  value 360.981388 
stopped after 100 iterations
# weights:  141 (92 variable)
initial  value 549.306144 
iter  10 value 442.884413
iter  20 value 426.299409
iter  30 value 402.288512
iter  40 value 390.892555
iter  50 value 377.323285
iter  60 value 372.250745
iter  70 value 366.376089
iter  80 value 362.397860
iter  90 value 361.865760
iter 100 value 361.770294
final  value 361.770294 
stopped after 100 iterations
# weights:  141 (92 variable)
initial  value 549.306144 
iter  10 value 444.599953
iter  20 value 426.435363
iter  30 value 401.613158
iter  40 value 390.887571
iter  50 value 376.869964
iter  60 value 371.365517
iter  70 value 365.379386
iter  80 value 361.063653
iter  90 value 360.714994
iter 100 value 360.675595
final  value 360.675595 
stopped after 100 iterations
# weights:  141 (92 variable)
initial  value 549.306144 
iter  10 value 447.074038
iter  20 value 429.266620
iter  30 value 403.575638
iter  40 value 393.079347
iter  50 value 378.762688
iter  60 value 373.045402
iter  70 value 366.910634
iter  80 value 362.900566
iter  90 value 361.977948
iter 100 value 361.947134
final  value 361.947134 
stopped after 100 iterations
# weights:  141 (92 variable)
initial  value 549.306144 
iter  10 value 443.762973
iter  20 value 426.487304
iter  30 value 402.620706
iter  40 value 391.934495
iter  50 value 377.838740
iter  60 value 372.567805
iter  70 value 366.446490
iter  80 value 362.407493
iter  90 value 362.008337
iter 100 value 361.975494
final  value 361.975494 
stopped after 100 iterations
# weights:  141 (92 variable)
initial  value 549.306144 
iter  10 value 441.218755
iter  20 value 425.145744
iter  30 value 402.352582
iter  40 value 391.989620
iter  50 value 378.438940
iter  60 value 374.069055
iter  70 value 368.127194
iter  80 value 363.559248
iter  90 value 363.101124
iter 100 value 363.068791
final  value 363.068791 
stopped after 100 iterations
# weights:  141 (92 variable)
initial  value 549.306144 
iter  10 value 444.244859
iter  20 value 426.404482
iter  30 value 401.407184
iter  40 value 390.947772
iter  50 value 377.375354
iter  60 value 371.940811
iter  70 value 365.823625
iter  80 value 361.226983
iter  90 value 360.530761
iter 100 value 360.466554
final  value 360.466554 
stopped after 100 iterations
# weights:  141 (92 variable)
initial  value 549.306144 
iter  10 value 443.091585
iter  20 value 425.860735
iter  30 value 401.718626
iter  40 value 390.419452
iter  50 value 376.942552
iter  60 value 372.803499
iter  70 value 366.183746
iter  80 value 361.476574
iter  90 value 360.974414
iter 100 value 360.926233
final  value 360.926233 
stopped after 100 iterations
# weights:  141 (92 variable)
initial  value 549.306144 
iter  10 value 435.334327
iter  20 value 420.652804
iter  30 value 399.515442
iter  40 value 390.413821
iter  50 value 377.326657
iter  60 value 371.874531
iter  70 value 366.309529
iter  80 value 362.448926
iter  90 value 361.816288
iter 100 value 361.706064
final  value 361.706064 
stopped after 100 iterations
# weights:  141 (92 variable)
initial  value 549.306144 
iter  10 value 444.833314
iter  20 value 427.335502
iter  30 value 404.334760
iter  40 value 391.868898
iter  50 value 379.172059
iter  60 value 375.166932
iter  70 value 367.315588
iter  80 value 363.050691
iter  90 value 362.333023
iter 100 value 362.246992
final  value 362.246992 
stopped after 100 iterations
# weights:  141 (92 variable)
initial  value 549.306144 
iter  10 value 444.048295
iter  20 value 426.887624
iter  30 value 402.407955
iter  40 value 392.248589
iter  50 value 377.371837
iter  60 value 372.904163
iter  70 value 366.599307
iter  80 value 362.111301
iter  90 value 361.112047
iter 100 value 361.035874
final  value 361.035874 
stopped after 100 iterations
# weights:  141 (92 variable)
initial  value 549.306144 
iter  10 value 443.784412
iter  20 value 426.572326
iter  30 value 402.120545
iter  40 value 391.684199
iter  50 value 377.306057
iter  60 value 370.978781
iter  70 value 365.408148
iter  80 value 361.119051
iter  90 value 360.519007
iter 100 value 360.483150
final  value 360.483150 
stopped after 100 iterations
# weights:  141 (92 variable)
initial  value 549.306144 
iter  10 value 442.363375
iter  20 value 425.595786
iter  30 value 401.551299
iter  40 value 390.810009
iter  50 value 376.864382
iter  60 value 372.118007
iter  70 value 366.620278
iter  80 value 362.273011
iter  90 value 361.750268
iter 100 value 361.702005
final  value 361.702005 
stopped after 100 iterations
# weights:  141 (92 variable)
initial  value 549.306144 
iter  10 value 444.177550
iter  20 value 427.622381
iter  30 value 403.280055
iter  40 value 387.012262
iter  50 value 380.035941
iter  60 value 374.932596
iter  70 value 368.066167
iter  80 value 365.864900
iter  90 value 365.351324
iter 100 value 365.321134
final  value 365.321134 
stopped after 100 iterations
# weights:  141 (92 variable)
initial  value 549.306144 
iter  10 value 445.244942
iter  20 value 427.010803
iter  30 value 402.757526
iter  40 value 391.329920
iter  50 value 378.454709
iter  60 value 372.147301
iter  70 value 366.567183
iter  80 value 361.772547
iter  90 value 361.216283
iter 100 value 361.165924
final  value 361.165924 
stopped after 100 iterations
# weights:  141 (92 variable)
initial  value 549.306144 
iter  10 value 444.561660
iter  20 value 432.557310
iter  30 value 401.143334
iter  40 value 392.806489
iter  50 value 382.758874
iter  60 value 378.009291
iter  70 value 371.404418
iter  80 value 369.126147
iter  90 value 368.357077
iter 100 value 368.273293
final  value 368.273293 
stopped after 100 iterations
# weights:  141 (92 variable)
initial  value 549.306144 
iter  10 value 443.319117
iter  20 value 426.356458
iter  30 value 402.529926
iter  40 value 391.556091
iter  50 value 378.155018
iter  60 value 374.219326
iter  70 value 366.852225
iter  80 value 361.851704
iter  90 value 361.033578
iter 100 value 360.950401
final  value 360.950401 
stopped after 100 iterations
# weights:  141 (92 variable)
initial  value 549.306144 
iter  10 value 443.909386
iter  20 value 426.697409
iter  30 value 402.090797
iter  40 value 391.461539
iter  50 value 376.854762
iter  60 value 371.280865
iter  70 value 365.599269
iter  80 value 361.083732
iter  90 value 360.514610
iter 100 value 360.446650
final  value 360.446650 
stopped after 100 iterations
# weights:  141 (92 variable)
initial  value 549.306144 
iter  10 value 441.378059
iter  20 value 424.711067
iter  30 value 401.494107
iter  40 value 391.545235
iter  50 value 377.829683
iter  60 value 373.499527
iter  70 value 367.232985
iter  80 value 362.482071
iter  90 value 361.638550
iter 100 value 361.578229
final  value 361.578229 
stopped after 100 iterations
# weights:  141 (92 variable)
initial  value 549.306144 
iter  10 value 442.973598
iter  20 value 426.390030
iter  30 value 403.000313
iter  40 value 393.128002
iter  50 value 379.127069
iter  60 value 372.587053
iter  70 value 367.414199
iter  80 value 363.059939
iter  90 value 362.500664
iter 100 value 362.445077
final  value 362.445077 
stopped after 100 iterations
# weights:  141 (92 variable)
initial  value 549.306144 
iter  10 value 444.517376
iter  20 value 427.063975
iter  30 value 402.702457
iter  40 value 391.933455
iter  50 value 377.104453
iter  60 value 371.228152
iter  70 value 366.102986
iter  80 value 361.548377
iter  90 value 360.829359
iter 100 value 360.775346
final  value 360.775346 
stopped after 100 iterations
# weights:  141 (92 variable)
initial  value 549.306144 
iter  10 value 437.402948
iter  20 value 420.948219
iter  30 value 399.606698
iter  40 value 390.934199
iter  50 value 378.545378
iter  60 value 372.845799
iter  70 value 366.527029
iter  80 value 362.001477
iter  90 value 361.455238
iter 100 value 361.385305
final  value 361.385305 
stopped after 100 iterations
# weights:  141 (92 variable)
initial  value 549.306144 
iter  10 value 445.350837
iter  20 value 425.052281
iter  30 value 402.391712
iter  40 value 390.298258
iter  50 value 376.893502
iter  60 value 368.394179
iter  70 value 363.847184
iter  80 value 361.200808
iter  90 value 361.001543
iter 100 value 360.956062
final  value 360.956062 
stopped after 100 iterations
# weights:  141 (92 variable)
initial  value 549.306144 
iter  10 value 443.386488
iter  20 value 426.559517
iter  30 value 402.304504
iter  40 value 392.698151
iter  50 value 377.239235
iter  60 value 372.451317
iter  70 value 365.951268
iter  80 value 361.179447
iter  90 value 360.524619
iter 100 value 360.430507
final  value 360.430507 
stopped after 100 iterations
# weights:  141 (92 variable)
initial  value 549.306144 
iter  10 value 442.878811
iter  20 value 425.900941
iter  30 value 401.799246
iter  40 value 393.133188
iter  50 value 379.048633
iter  60 value 373.040566
iter  70 value 366.284679
iter  80 value 362.023770
iter  90 value 361.226771
iter 100 value 361.068877
final  value 361.068877 
stopped after 100 iterations
# weights:  141 (92 variable)
initial  value 549.306144 
iter  10 value 442.980509
iter  20 value 425.532856
iter  30 value 401.414602
iter  40 value 390.985043
iter  50 value 378.177735
iter  60 value 371.633075
iter  70 value 365.220326
iter  80 value 360.962786
iter  90 value 360.338948
iter 100 value 360.268941
final  value 360.268941 
stopped after 100 iterations
# weights:  141 (92 variable)
initial  value 549.306144 
iter  10 value 444.725644
iter  20 value 427.351688
iter  30 value 403.891859
iter  40 value 393.166960
iter  50 value 380.498775
iter  60 value 373.794607
iter  70 value 365.984990
iter  80 value 363.716509
iter  90 value 362.814265
iter 100 value 362.713756
final  value 362.713756 
stopped after 100 iterations
# weights:  141 (92 variable)
initial  value 549.306144 
iter  10 value 444.338509
iter  20 value 427.020754
iter  30 value 402.265527
iter  40 value 391.931709
iter  50 value 377.362715
iter  60 value 371.287147
iter  70 value 366.065831
iter  80 value 361.454682
iter  90 value 360.955484
iter 100 value 360.866637
final  value 360.866637 
stopped after 100 iterations
# weights:  141 (92 variable)
initial  value 549.306144 
iter  10 value 436.894544
iter  20 value 421.439691
iter  30 value 400.488455
iter  40 value 391.791454
iter  50 value 378.128786
iter  60 value 372.100612
iter  70 value 366.776103
iter  80 value 362.360524
iter  90 value 361.676278
iter 100 value 361.591670
final  value 361.591670 
stopped after 100 iterations
# weights:  141 (92 variable)
initial  value 549.306144 
iter  10 value 443.693174
iter  20 value 425.663723
iter  30 value 401.990450
iter  40 value 392.631636
iter  50 value 379.662087
iter  60 value 372.319033
iter  70 value 365.677923
iter  80 value 361.286063
iter  90 value 360.443917
iter 100 value 360.391077
final  value 360.391077 
stopped after 100 iterations
# weights:  141 (92 variable)
initial  value 549.306144 
iter  10 value 443.635485
iter  20 value 426.506624
iter  30 value 402.014510
iter  40 value 391.558759
iter  50 value 377.159229
iter  60 value 372.781912
iter  70 value 366.384624
iter  80 value 361.360011
iter  90 value 360.467532
iter 100 value 360.414716
final  value 360.414716 
stopped after 100 iterations
# weights:  141 (92 variable)
initial  value 549.306144 
iter  10 value 446.280909
iter  20 value 430.823363
iter  30 value 408.700031
iter  40 value 398.470518
iter  50 value 386.711687
iter  60 value 383.213476
iter  70 value 376.819773
iter  80 value 372.815582
iter  90 value 372.381390
iter 100 value 372.333449
final  value 372.333449 
stopped after 100 iterations
# weights:  141 (92 variable)
initial  value 549.306144 
iter  10 value 455.613126
iter  20 value 439.906295
iter  30 value 418.091532
iter  40 value 409.770328
iter  50 value 396.731762
iter  60 value 392.213530
iter  70 value 387.380373
iter  80 value 384.863201
iter  90 value 384.284974
iter 100 value 384.251671
final  value 384.251671 
stopped after 100 iterations
# weights:  141 (92 variable)
initial  value 549.306144 
iter  10 value 445.753766
iter  20 value 429.657335
iter  30 value 408.095205
iter  40 value 398.742411
iter  50 value 385.781727
iter  60 value 381.363158
iter  70 value 376.641348
iter  80 value 373.833730
iter  90 value 373.424872
iter 100 value 373.388295
final  value 373.388295 
stopped after 100 iterations
# weights:  141 (92 variable)
initial  value 549.306144 
iter  10 value 446.833193
iter  20 value 430.978728
iter  30 value 408.569602
iter  40 value 399.660986
iter  50 value 385.957870
iter  60 value 382.209928
iter  70 value 377.049483
iter  80 value 373.768951
iter  90 value 373.288441
iter 100 value 373.239035
final  value 373.239035 
stopped after 100 iterations
# weights:  141 (92 variable)
initial  value 549.306144 
iter  10 value 448.069519
iter  20 value 433.198335
iter  30 value 412.633128
iter  40 value 403.684812
iter  50 value 392.039721
iter  60 value 388.905339
iter  70 value 383.937914
iter  80 value 381.284245
iter  90 value 380.724121
iter 100 value 380.664969
final  value 380.664969 
stopped after 100 iterations
# weights:  147 (96 variable)
initial  value 549.306144 
iter  10 value 438.747189
iter  20 value 422.840766
iter  30 value 399.711161
iter  40 value 390.284586
iter  50 value 375.992798
iter  60 value 371.649784
iter  70 value 366.122161
iter  80 value 360.968147
iter  90 value 360.152155
iter 100 value 360.026203
final  value 360.026203 
stopped after 100 iterations
# weights:  147 (96 variable)
initial  value 549.306144 
iter  10 value 443.378186
iter  20 value 426.364062
iter  30 value 401.555244
iter  40 value 391.645707
iter  50 value 376.290287
iter  60 value 371.891312
iter  70 value 365.413618
iter  80 value 361.484171
iter  90 value 360.070844
iter 100 value 359.916285
final  value 359.916285 
stopped after 100 iterations
# weights:  147 (96 variable)
initial  value 549.306144 
iter  10 value 439.865036
iter  20 value 423.875074
iter  30 value 399.941126
iter  40 value 390.893506
iter  50 value 376.494849
iter  60 value 370.530649
iter  70 value 365.335646
iter  80 value 361.472123
iter  90 value 360.125224
iter 100 value 360.002595
final  value 360.002595 
stopped after 100 iterations
# weights:  147 (96 variable)
initial  value 549.306144 
iter  10 value 443.557673
iter  20 value 426.426970
iter  30 value 402.017587
iter  40 value 391.886102
iter  50 value 375.957334
iter  60 value 371.866673
iter  70 value 365.015514
iter  80 value 361.645265
iter  90 value 360.424556
iter 100 value 359.942319
final  value 359.942319 
stopped after 100 iterations
# weights:  141 (92 variable)
initial  value 549.306144 
iter  10 value 448.498495
iter  20 value 429.075046
iter  30 value 405.080290
iter  40 value 393.572125
iter  50 value 377.427592
iter  60 value 372.537311
iter  70 value 365.495365
iter  80 value 361.387557
iter  90 value 360.436730
iter 100 value 360.234058
final  value 360.234058 
stopped after 100 iterations
# weights:  138 (90 variable)
initial  value 549.306144 
iter  10 value 452.122704
iter  20 value 431.040996
iter  30 value 405.413508
iter  40 value 393.477765
iter  50 value 380.440750
iter  60 value 373.233913
iter  70 value 365.986102
iter  80 value 362.691585
iter  90 value 361.690511
iter 100 value 361.641631
final  value 361.641631 
stopped after 100 iterations
# weights:  138 (90 variable)
initial  value 549.306144 
iter  10 value 450.187376
iter  20 value 429.691889
iter  30 value 404.313891
iter  40 value 393.094713
iter  50 value 380.655312
iter  60 value 373.032852
iter  70 value 365.768629
iter  80 value 362.422632
iter  90 value 361.716783
iter 100 value 361.671785
final  value 361.671785 
stopped after 100 iterations
# weights:  138 (90 variable)
initial  value 549.306144 
iter  10 value 451.652897
iter  20 value 430.732927
iter  30 value 405.176988
iter  40 value 392.885138
iter  50 value 377.481886
iter  60 value 372.024426
iter  70 value 364.833033
iter  80 value 361.280318
iter  90 value 360.633528
iter 100 value 360.602611
final  value 360.602611 
stopped after 100 iterations
# weights:  138 (90 variable)
initial  value 549.306144 
iter  10 value 448.515375
iter  20 value 428.649285
iter  30 value 403.834348
iter  40 value 392.082034
iter  50 value 378.958775
iter  60 value 372.217452
iter  70 value 364.631866
iter  80 value 361.435490
iter  90 value 360.704274
iter 100 value 360.651381
final  value 360.651381 
stopped after 100 iterations
# weights:  138 (90 variable)
initial  value 549.306144 
iter  10 value 449.896099
iter  20 value 429.500254
iter  30 value 405.059635
iter  40 value 393.468303
iter  50 value 382.196207
iter  60 value 373.952144
iter  70 value 364.639631
iter  80 value 361.727685
iter  90 value 360.845068
iter 100 value 360.797905
final  value 360.797905 
stopped after 100 iterations
# weights:  138 (90 variable)
initial  value 549.306144 
iter  10 value 447.419250
iter  20 value 427.810555
iter  30 value 403.697542
iter  40 value 392.693290
iter  50 value 378.510456
iter  60 value 372.882745
iter  70 value 366.950511
iter  80 value 364.042256
iter  90 value 363.107548
final  value 363.083450 
converged
# weights:  138 (90 variable)
initial  value 549.306144 
iter  10 value 452.893152
iter  20 value 431.338692
iter  30 value 405.829551
iter  40 value 392.968156
iter  50 value 377.172502
iter  60 value 371.307275
iter  70 value 364.394964
iter  80 value 361.449037
iter  90 value 360.721161
final  value 360.686440 
converged
# weights:  138 (90 variable)
initial  value 549.306144 
iter  10 value 450.764445
iter  20 value 431.186988
iter  30 value 406.616775
iter  40 value 394.342414
iter  50 value 379.925230
iter  60 value 374.148236
iter  70 value 366.803202
iter  80 value 364.098850
iter  90 value 363.610132
final  value 363.585264 
converged
# weights:  138 (90 variable)
initial  value 549.306144 
iter  10 value 451.375610
iter  20 value 430.198626
iter  30 value 404.638254
iter  40 value 392.632976
iter  50 value 379.207375
iter  60 value 370.670131
iter  70 value 364.320510
iter  80 value 361.214718
iter  90 value 360.582282
iter 100 value 360.518558
final  value 360.518558 
stopped after 100 iterations
# weights:  138 (90 variable)
initial  value 549.306144 
iter  10 value 447.597530
iter  20 value 428.217147
iter  30 value 403.126924
iter  40 value 391.748362
iter  50 value 377.192937
iter  60 value 371.780993
iter  70 value 365.050438
iter  80 value 361.935296
iter  90 value 361.267556
iter 100 value 361.225847
final  value 361.225847 
stopped after 100 iterations
# weights:  138 (90 variable)
initial  value 549.306144 
iter  10 value 448.434595
iter  20 value 429.338496
iter  30 value 404.709186
iter  40 value 392.495915
iter  50 value 377.750272
iter  60 value 372.609784
iter  70 value 365.681449
iter  80 value 363.313985
iter  90 value 362.023928
iter 100 value 361.967545
final  value 361.967545 
stopped after 100 iterations
# weights:  138 (90 variable)
initial  value 549.306144 
iter  10 value 449.770250
iter  20 value 429.084312
iter  30 value 404.053296
iter  40 value 392.522910
iter  50 value 380.163894
iter  60 value 373.254689
iter  70 value 365.013758
iter  80 value 361.651886
iter  90 value 360.904683
final  value 360.862812 
converged
# weights:  138 (90 variable)
initial  value 549.306144 
iter  10 value 452.385918
iter  20 value 431.925635
iter  30 value 406.050768
iter  40 value 395.870758
iter  50 value 380.569794
iter  60 value 373.944346
iter  70 value 365.839393
iter  80 value 362.743247
iter  90 value 362.154398
final  value 362.131655 
converged
# weights:  138 (90 variable)
initial  value 549.306144 
iter  10 value 448.986038
iter  20 value 429.093671
iter  30 value 405.077737
iter  40 value 393.425330
iter  50 value 378.524255
iter  60 value 372.341228
iter  70 value 366.732680
iter  80 value 362.714723
iter  90 value 362.261627
iter 100 value 362.209289
final  value 362.209289 
stopped after 100 iterations
# weights:  138 (90 variable)
initial  value 549.306144 
iter  10 value 447.078730
iter  20 value 428.655975
iter  30 value 404.547694
iter  40 value 393.810439
iter  50 value 379.155039
iter  60 value 372.987840
iter  70 value 367.799005
iter  80 value 364.701720
iter  90 value 363.427524
iter 100 value 363.340934
final  value 363.340934 
stopped after 100 iterations
# weights:  138 (90 variable)
initial  value 549.306144 
iter  10 value 449.446654
iter  20 value 429.224940
iter  30 value 404.074801
iter  40 value 392.594920
iter  50 value 377.497161
iter  60 value 371.439198
iter  70 value 366.039769
iter  80 value 361.491406
iter  90 value 360.690640
final  value 360.646419 
converged
# weights:  138 (90 variable)
initial  value 549.306144 
iter  10 value 448.102076
iter  20 value 428.535653
iter  30 value 404.184021
iter  40 value 392.009883
iter  50 value 378.229523
iter  60 value 372.309189
iter  70 value 365.464944
iter  80 value 361.798170
iter  90 value 361.173580
iter 100 value 361.141703
final  value 361.141703 
stopped after 100 iterations
# weights:  138 (90 variable)
initial  value 549.306144 
iter  10 value 439.680319
iter  20 value 423.085152
iter  30 value 401.747139
iter  40 value 392.218736
iter  50 value 378.193733
iter  60 value 372.723540
iter  70 value 365.469943
iter  80 value 362.406003
iter  90 value 361.962614
iter 100 value 361.882321
final  value 361.882321 
stopped after 100 iterations
# weights:  138 (90 variable)
initial  value 549.306144 
iter  10 value 449.877410
iter  20 value 429.957923
iter  30 value 406.133141
iter  40 value 394.251846
iter  50 value 379.182349
iter  60 value 373.009271
iter  70 value 367.190464
iter  80 value 363.326931
iter  90 value 362.442556
final  value 362.404292 
converged
# weights:  138 (90 variable)
initial  value 549.306144 
iter  10 value 448.905831
iter  20 value 429.531263
iter  30 value 404.667710
iter  40 value 393.882737
iter  50 value 378.116329
iter  60 value 372.353159
iter  70 value 365.899282
iter  80 value 361.890350
iter  90 value 361.236125
iter 100 value 361.198916
final  value 361.198916 
stopped after 100 iterations
# weights:  138 (90 variable)
initial  value 549.306144 
iter  10 value 448.631488
iter  20 value 429.197997
iter  30 value 404.365146
iter  40 value 393.176529
iter  50 value 377.450485
iter  60 value 371.081218
iter  70 value 365.697268
iter  80 value 361.493885
iter  90 value 360.735348
final  value 360.704622 
converged
# weights:  138 (90 variable)
initial  value 549.306144 
iter  10 value 446.905220
iter  20 value 427.963803
iter  30 value 403.533515
iter  40 value 392.354919
iter  50 value 377.931376
iter  60 value 372.247754
iter  70 value 366.589905
iter  80 value 362.740047
iter  90 value 361.924889
final  value 361.894722 
converged
# weights:  138 (90 variable)
initial  value 549.306144 
iter  10 value 449.153051
iter  20 value 430.161526
iter  30 value 405.750992
iter  40 value 388.288090
iter  50 value 381.823507
iter  60 value 375.701672
iter  70 value 367.734964
iter  80 value 366.059834
iter  90 value 365.632731
final  value 365.597502 
converged
# weights:  138 (90 variable)
initial  value 549.306144 
iter  10 value 450.005281
iter  20 value 429.079112
iter  30 value 405.400447
iter  40 value 392.040534
iter  50 value 377.967339
iter  60 value 371.650839
iter  70 value 365.988631
iter  80 value 362.147120
iter  90 value 361.436870
iter 100 value 361.394471
final  value 361.394471 
stopped after 100 iterations
# weights:  138 (90 variable)
initial  value 549.306144 
iter  10 value 449.692437
iter  20 value 436.086901
iter  30 value 403.133808
iter  40 value 395.127794
iter  50 value 383.781907
iter  60 value 378.738381
iter  70 value 371.886019
iter  80 value 369.380115
iter  90 value 368.853614
iter 100 value 368.781707
final  value 368.781707 
stopped after 100 iterations
# weights:  138 (90 variable)
initial  value 549.306144 
iter  10 value 448.296139
iter  20 value 428.901163
iter  30 value 404.024839
iter  40 value 392.570962
iter  50 value 380.671637
iter  60 value 373.655837
iter  70 value 365.782848
iter  80 value 361.973982
iter  90 value 361.202258
iter 100 value 361.120302
final  value 361.120302 
stopped after 100 iterations
# weights:  138 (90 variable)
initial  value 549.306144 
iter  10 value 448.802113
iter  20 value 429.195304
iter  30 value 404.101066
iter  40 value 393.011092
iter  50 value 377.122671
iter  60 value 371.737360
iter  70 value 365.202952
iter  80 value 361.298874
iter  90 value 360.687209
iter 100 value 360.646802
final  value 360.646802 
stopped after 100 iterations
# weights:  138 (90 variable)
initial  value 549.306144 
iter  10 value 447.151343
iter  20 value 428.005478
iter  30 value 404.105421
iter  40 value 393.422315
iter  50 value 378.492026
iter  60 value 372.108970
iter  70 value 365.992585
iter  80 value 362.235014
iter  90 value 361.862549
iter 100 value 361.746257
final  value 361.746257 
stopped after 100 iterations
# weights:  138 (90 variable)
initial  value 549.306144 
iter  10 value 447.855445
iter  20 value 429.033243
iter  30 value 405.088268
iter  40 value 394.398191
iter  50 value 381.437243
iter  60 value 372.941971
iter  70 value 367.336334
iter  80 value 363.528060
iter  90 value 362.761514
iter 100 value 362.720358
final  value 362.720358 
stopped after 100 iterations
# weights:  138 (90 variable)
initial  value 549.306144 
iter  10 value 449.429503
iter  20 value 429.784104
iter  30 value 405.136595
iter  40 value 393.169236
iter  50 value 377.678976
iter  60 value 371.422898
iter  70 value 366.036342
iter  80 value 361.458347
iter  90 value 361.008086
final  value 360.985019 
converged
# weights:  138 (90 variable)
initial  value 549.306144 
iter  10 value 443.084600
iter  20 value 424.098714
iter  30 value 401.989465
iter  40 value 391.733103
iter  50 value 378.087792
iter  60 value 371.568782
iter  70 value 365.080689
iter  80 value 361.939734
iter  90 value 361.606690
iter 100 value 361.562463
final  value 361.562463 
stopped after 100 iterations
# weights:  138 (90 variable)
initial  value 549.306144 
iter  10 value 450.375437
iter  20 value 427.670677
iter  30 value 404.699652
iter  40 value 391.346938
iter  50 value 377.335807
iter  60 value 368.618638
iter  70 value 363.888159
iter  80 value 361.543380
iter  90 value 361.174453
iter 100 value 361.145338
final  value 361.145338 
stopped after 100 iterations
# weights:  138 (90 variable)
initial  value 549.306144 
iter  10 value 448.569445
iter  20 value 429.318174
iter  30 value 404.873527
iter  40 value 393.394114
iter  50 value 377.874766
iter  60 value 372.475688
iter  70 value 365.772464
iter  80 value 361.602476
iter  90 value 360.783108
iter 100 value 360.702541
final  value 360.702541 
stopped after 100 iterations
# weights:  138 (90 variable)
initial  value 549.306144 
iter  10 value 447.687703
iter  20 value 428.581285
iter  30 value 403.533551
iter  40 value 394.074154
iter  50 value 381.545638
iter  60 value 373.600433
iter  70 value 366.030064
iter  80 value 362.546633
iter  90 value 361.388895
iter 100 value 361.309963
final  value 361.309963 
stopped after 100 iterations
# weights:  138 (90 variable)
initial  value 549.306144 
iter  10 value 447.880244
iter  20 value 428.283976
iter  30 value 403.705410
iter  40 value 392.329409
iter  50 value 378.653633
iter  60 value 373.027769
iter  70 value 364.626006
iter  80 value 361.133436
iter  90 value 360.545234
iter 100 value 360.464730
final  value 360.464730 
stopped after 100 iterations
# weights:  138 (90 variable)
initial  value 549.306144 
iter  10 value 449.621358
iter  20 value 429.753596
iter  30 value 406.090069
iter  40 value 394.232043
iter  50 value 378.886974
iter  60 value 373.347197
iter  70 value 365.463341
iter  80 value 363.654177
iter  90 value 362.921668
iter 100 value 362.859977
final  value 362.859977 
stopped after 100 iterations
# weights:  138 (90 variable)
initial  value 549.306144 
iter  10 value 449.144059
iter  20 value 429.370143
iter  30 value 404.163159
iter  40 value 393.295127
iter  50 value 377.720690
iter  60 value 371.133909
iter  70 value 365.870041
iter  80 value 362.353146
iter  90 value 361.174867
iter 100 value 361.078972
final  value 361.078972 
stopped after 100 iterations
# weights:  138 (90 variable)
initial  value 549.306144 
iter  10 value 441.195528
iter  20 value 423.792098
iter  30 value 402.507558
iter  40 value 392.712804
iter  50 value 377.839665
iter  60 value 371.258616
iter  70 value 366.023802
iter  80 value 362.450032
iter  90 value 361.892437
final  value 361.862479 
converged
# weights:  138 (90 variable)
initial  value 549.306144 
iter  10 value 449.000047
iter  20 value 428.498932
iter  30 value 404.616601
iter  40 value 393.524407
iter  50 value 377.928632
iter  60 value 371.381361
iter  70 value 365.275088
iter  80 value 361.369413
iter  90 value 360.635392
final  value 360.597782 
converged
# weights:  138 (90 variable)
initial  value 549.306144 
iter  10 value 448.255982
iter  20 value 428.834833
iter  30 value 404.682738
iter  40 value 393.709561
iter  50 value 380.807263
iter  60 value 372.351487
iter  70 value 364.967560
iter  80 value 361.517977
iter  90 value 360.641813
iter 100 value 360.568476
final  value 360.568476 
stopped after 100 iterations
# weights:  138 (90 variable)
initial  value 549.306144 
iter  10 value 452.018771
iter  20 value 434.283311
iter  30 value 410.671263
iter  40 value 400.299824
iter  50 value 386.596270
iter  60 value 382.802760
iter  70 value 376.880003
iter  80 value 373.175237
iter  90 value 372.755830
final  value 372.713173 
converged
# weights:  138 (90 variable)
initial  value 549.306144 
iter  10 value 460.318048
iter  20 value 442.263766
iter  30 value 420.424671
iter  40 value 410.630364
iter  50 value 397.573559
iter  60 value 392.916585
iter  70 value 386.649985
iter  80 value 385.114642
iter  90 value 384.626842
final  value 384.599384 
converged
# weights:  138 (90 variable)
initial  value 549.306144 
iter  10 value 450.702158
iter  20 value 432.468307
iter  30 value 410.112052
iter  40 value 399.868381
iter  50 value 385.938721
iter  60 value 382.641685
iter  70 value 377.396528
iter  80 value 374.125225
iter  90 value 373.750968
iter 100 value 373.623451
final  value 373.623451 
stopped after 100 iterations
# weights:  138 (90 variable)
initial  value 549.306144 
iter  10 value 451.982846
iter  20 value 433.943500
iter  30 value 410.527674
iter  40 value 401.048817
iter  50 value 386.515601
iter  60 value 382.735291
iter  70 value 377.401392
iter  80 value 373.823352
iter  90 value 373.463761
final  value 373.438663 
converged
# weights:  138 (90 variable)
initial  value 549.306144 
iter  10 value 453.856018
iter  20 value 436.494861
iter  30 value 415.037216
iter  40 value 405.248465
iter  50 value 392.510984
iter  60 value 388.313962
iter  70 value 383.724931
iter  80 value 381.671198
iter  90 value 381.159952
final  value 381.130048 
converged
# weights:  144 (94 variable)
initial  value 549.306144 
iter  10 value 443.490953
iter  20 value 426.378059
iter  30 value 401.792745
iter  40 value 391.287171
iter  50 value 376.866249
iter  60 value 370.919857
iter  70 value 365.236826
iter  80 value 360.737673
iter  90 value 360.181018
iter 100 value 360.042194
final  value 360.042194 
stopped after 100 iterations
# weights:  144 (94 variable)
initial  value 549.306144 
iter  10 value 443.953881
iter  20 value 426.021585
iter  30 value 402.015420
iter  40 value 391.943154
iter  50 value 376.817117
iter  60 value 372.484117
iter  70 value 365.494981
iter  80 value 361.194062
iter  90 value 360.341704
iter 100 value 360.228923
final  value 360.228923 
stopped after 100 iterations
# weights:  144 (94 variable)
initial  value 549.306144 
iter  10 value 448.138587
iter  20 value 429.041811
iter  30 value 403.937530
iter  40 value 393.403925
iter  50 value 377.066888
iter  60 value 371.559008
iter  70 value 365.302229
iter  80 value 361.019187
iter  90 value 360.259177
iter 100 value 360.106644
final  value 360.106644 
stopped after 100 iterations
# weights:  144 (94 variable)
initial  value 549.306144 
iter  10 value 444.879176
iter  20 value 426.777240
iter  30 value 402.388262
iter  40 value 392.485702
iter  50 value 377.276533
iter  60 value 370.650544
iter  70 value 365.786198
iter  80 value 360.891485
iter  90 value 360.352141
iter 100 value 360.194007
final  value 360.194007 
stopped after 100 iterations
# weights:  144 (94 variable)
initial  value 549.306144 
iter  10 value 448.767239
iter  20 value 429.364557
iter  30 value 404.172530
iter  40 value 394.154928
iter  50 value 377.678003
iter  60 value 372.515080
iter  70 value 365.579974
iter  80 value 361.129139
iter  90 value 360.238403
iter 100 value 360.122114
final  value 360.122114 
stopped after 100 iterations
# weights:  138 (90 variable)
initial  value 549.306144 
iter  10 value 447.880244
iter  20 value 428.283976
iter  30 value 403.705410
iter  40 value 392.329409
iter  50 value 378.653633
iter  60 value 373.027769
iter  70 value 364.626006
iter  80 value 361.133436
iter  90 value 360.545234
iter 100 value 360.464730
final  value 360.464730 
stopped after 100 iterations
# weights:  135 (88 variable)
initial  value 549.306144 
iter  10 value 451.650560
iter  20 value 430.269635
iter  30 value 404.914011
iter  40 value 392.974634
iter  50 value 382.400415
iter  60 value 373.733505
iter  70 value 364.402648
iter  80 value 362.653391
iter  90 value 361.995952
final  value 361.923334 
converged
# weights:  135 (88 variable)
initial  value 549.306144 
iter  10 value 449.369904
iter  20 value 428.831908
iter  30 value 404.107082
iter  40 value 392.510532
iter  50 value 381.754889
iter  60 value 374.706551
iter  70 value 364.520733
iter  80 value 362.514604
iter  90 value 361.993850
final  value 361.961764 
converged
# weights:  135 (88 variable)
initial  value 549.306144 
iter  10 value 450.837934
iter  20 value 429.708452
iter  30 value 404.630134
iter  40 value 392.366115
iter  50 value 380.563627
iter  60 value 371.545717
iter  70 value 362.829862
iter  80 value 361.440426
iter  90 value 360.872112
final  value 360.838908 
converged
# weights:  135 (88 variable)
initial  value 549.306144 
iter  10 value 447.949918
iter  20 value 427.993817
iter  30 value 404.220861
iter  40 value 392.669852
iter  50 value 379.882448
iter  60 value 370.809574
iter  70 value 363.688006
iter  80 value 361.381937
iter  90 value 360.884629
final  value 360.847443 
converged
# weights:  135 (88 variable)
initial  value 549.306144 
iter  10 value 449.406685
iter  20 value 428.875430
iter  30 value 405.303199
iter  40 value 392.684389
iter  50 value 378.362374
iter  60 value 372.404826
iter  70 value 363.719707
iter  80 value 362.001862
iter  90 value 361.065792
final  value 361.026044 
converged
# weights:  135 (88 variable)
initial  value 549.306144 
iter  10 value 446.746612
iter  20 value 426.791775
iter  30 value 403.174600
iter  40 value 391.930131
iter  50 value 378.957446
iter  60 value 373.046148
iter  70 value 365.631130
iter  80 value 363.807572
iter  90 value 363.344926
final  value 363.274719 
converged
# weights:  135 (88 variable)
initial  value 549.306144 
iter  10 value 451.999429
iter  20 value 430.242433
iter  30 value 405.194663
iter  40 value 392.307385
iter  50 value 377.059497
iter  60 value 372.333324
iter  70 value 363.156577
iter  80 value 361.516443
iter  90 value 360.966723
final  value 360.945791 
converged
# weights:  135 (88 variable)
initial  value 549.306144 
iter  10 value 450.391737
iter  20 value 430.418870
iter  30 value 406.166597
iter  40 value 393.754868
iter  50 value 380.224505
iter  60 value 373.876510
iter  70 value 366.002338
iter  80 value 364.278920
iter  90 value 363.812921
final  value 363.785298 
converged
# weights:  135 (88 variable)
initial  value 549.306144 
iter  10 value 451.475794
iter  20 value 429.801565
iter  30 value 404.373700
iter  40 value 391.889127
iter  50 value 378.337254
iter  60 value 371.135583
iter  70 value 363.746249
iter  80 value 361.195602
iter  90 value 360.782937
final  value 360.762369 
converged
# weights:  135 (88 variable)
initial  value 549.306144 
iter  10 value 446.955567
iter  20 value 427.411334
iter  30 value 402.542499
iter  40 value 392.466943
iter  50 value 378.977035
iter  60 value 372.465553
iter  70 value 364.168590
iter  80 value 362.109514
iter  90 value 361.520494
final  value 361.481163 
converged
# weights:  135 (88 variable)
initial  value 549.306144 
iter  10 value 447.808471
iter  20 value 428.494740
iter  30 value 404.571903
iter  40 value 392.370842
iter  50 value 379.518923
iter  60 value 372.344601
iter  70 value 364.918390
iter  80 value 362.694026
iter  90 value 362.170870
final  value 362.111705 
converged
# weights:  135 (88 variable)
initial  value 549.306144 
iter  10 value 449.357067
iter  20 value 428.318231
iter  30 value 404.330216
iter  40 value 392.350698
iter  50 value 378.715741
iter  60 value 372.797214
iter  70 value 363.418556
iter  80 value 361.544595
iter  90 value 361.120728
final  value 361.093409 
converged
# weights:  135 (88 variable)
initial  value 549.306144 
iter  10 value 452.016306
iter  20 value 431.339244
iter  30 value 405.953052
iter  40 value 394.134825
iter  50 value 379.605591
iter  60 value 372.417056
iter  70 value 365.232922
iter  80 value 362.906778
iter  90 value 362.442666
final  value 362.421189 
converged
# weights:  135 (88 variable)
initial  value 549.306144 
iter  10 value 448.492147
iter  20 value 428.521932
iter  30 value 404.474916
iter  40 value 392.121555
iter  50 value 377.943342
iter  60 value 372.343656
iter  70 value 364.713642
iter  80 value 362.961360
iter  90 value 362.432567
final  value 362.404965 
converged
# weights:  135 (88 variable)
initial  value 549.306144 
iter  10 value 446.396762
iter  20 value 427.904212
iter  30 value 404.196931
iter  40 value 392.574216
iter  50 value 379.181784
iter  60 value 373.718882
iter  70 value 365.808020
iter  80 value 364.223184
iter  90 value 363.651825
final  value 363.581691 
converged
# weights:  135 (88 variable)
initial  value 549.306144 
iter  10 value 448.907535
iter  20 value 428.319087
iter  30 value 403.907376
iter  40 value 393.966598
iter  50 value 379.776202
iter  60 value 371.348947
iter  70 value 363.346455
iter  80 value 361.579198
iter  90 value 360.922570
final  value 360.880405 
converged
# weights:  135 (88 variable)
initial  value 549.306144 
iter  10 value 447.515529
iter  20 value 427.673454
iter  30 value 403.600090
iter  40 value 391.116406
iter  50 value 378.852950
iter  60 value 371.406027
iter  70 value 363.603479
iter  80 value 361.769737
iter  90 value 361.393351
final  value 361.368202 
converged
# weights:  135 (88 variable)
initial  value 549.306144 
iter  10 value 439.770895
iter  20 value 422.665049
iter  30 value 401.255887
iter  40 value 392.264977
iter  50 value 379.719856
iter  60 value 372.855048
iter  70 value 364.880667
iter  80 value 362.925661
iter  90 value 362.264189
final  value 362.225912 
converged
# weights:  135 (88 variable)
initial  value 549.306144 
iter  10 value 449.360697
iter  20 value 429.591895
iter  30 value 405.464680
iter  40 value 393.618732
iter  50 value 378.958216
iter  60 value 373.904033
iter  70 value 364.735316
iter  80 value 363.159126
iter  90 value 362.623859
final  value 362.591705 
converged
# weights:  135 (88 variable)
initial  value 549.306144 
iter  10 value 448.720211
iter  20 value 429.006593
iter  30 value 404.536719
iter  40 value 394.620946
iter  50 value 379.459829
iter  60 value 374.113728
iter  70 value 364.173741
iter  80 value 361.766173
iter  90 value 361.364156
final  value 361.342936 
converged
# weights:  135 (88 variable)
initial  value 549.306144 
iter  10 value 448.259207
iter  20 value 428.471400
iter  30 value 404.421340
iter  40 value 392.664279
iter  50 value 378.038400
iter  60 value 372.118045
iter  70 value 364.467053
iter  80 value 361.920528
iter  90 value 360.975937
final  value 360.934792 
converged
# weights:  135 (88 variable)
initial  value 549.306144 
iter  10 value 445.798369
iter  20 value 426.873911
iter  30 value 403.444605
iter  40 value 391.582933
iter  50 value 377.834663
iter  60 value 371.261672
iter  70 value 365.172538
iter  80 value 362.735753
iter  90 value 362.167194
final  value 362.118401 
converged
# weights:  135 (88 variable)
initial  value 549.306144 
iter  10 value 448.454821
iter  20 value 429.152158
iter  30 value 405.595918
iter  40 value 387.865758
iter  50 value 382.808801
iter  60 value 374.952111
iter  70 value 368.355007
iter  80 value 366.538945
iter  90 value 366.117903
final  value 366.090625 
converged
# weights:  135 (88 variable)
initial  value 549.306144 
iter  10 value 449.724185
iter  20 value 428.376336
iter  30 value 404.994522
iter  40 value 392.161070
iter  50 value 379.687760
iter  60 value 371.296084
iter  70 value 364.023041
iter  80 value 362.104790
iter  90 value 361.664012
final  value 361.638938 
converged
# weights:  135 (88 variable)
initial  value 549.306144 
iter  10 value 449.092522
iter  20 value 435.314849
iter  30 value 402.570460
iter  40 value 394.965268
iter  50 value 383.429216
iter  60 value 378.395600
iter  70 value 372.109881
iter  80 value 369.363482
iter  90 value 369.089554
final  value 369.077330 
converged
# weights:  135 (88 variable)
initial  value 549.306144 
iter  10 value 447.527901
iter  20 value 428.252263
iter  30 value 404.111380
iter  40 value 393.295896
iter  50 value 379.405560
iter  60 value 373.734401
iter  70 value 364.313648
iter  80 value 361.926570
iter  90 value 361.440334
final  value 361.422956 
converged
# weights:  135 (88 variable)
initial  value 549.306144 
iter  10 value 448.082347
iter  20 value 428.491067
iter  30 value 403.783329
iter  40 value 393.355716
iter  50 value 378.631091
iter  60 value 372.851267
iter  70 value 363.419961
iter  80 value 361.899046
iter  90 value 360.906495
final  value 360.853381 
converged
# weights:  135 (88 variable)
initial  value 549.306144 
iter  10 value 446.287723
iter  20 value 427.127900
iter  30 value 403.353453
iter  40 value 392.424612
iter  50 value 378.949264
iter  60 value 374.013100
iter  70 value 365.214094
iter  80 value 362.398432
iter  90 value 361.951088
final  value 361.914325 
converged
# weights:  135 (88 variable)
initial  value 549.306144 
iter  10 value 447.669918
iter  20 value 428.729026
iter  30 value 404.987314
iter  40 value 393.422650
iter  50 value 378.872992
iter  60 value 373.167631
iter  70 value 366.004463
iter  80 value 363.663049
iter  90 value 362.975774
final  value 362.941460 
converged
# weights:  135 (88 variable)
initial  value 549.306144 
iter  10 value 449.106431
iter  20 value 429.187099
iter  30 value 404.968773
iter  40 value 392.688608
iter  50 value 379.450843
iter  60 value 371.754578
iter  70 value 364.997726
iter  80 value 361.852761
iter  90 value 361.279324
final  value 361.237245 
converged
# weights:  135 (88 variable)
initial  value 549.306144 
iter  10 value 447.609842
iter  20 value 428.012091
iter  30 value 404.723649
iter  40 value 395.538905
iter  50 value 379.627374
iter  60 value 372.456466
iter  70 value 364.081183
iter  80 value 362.699477
iter  90 value 361.826871
final  value 361.800265 
converged
# weights:  135 (88 variable)
initial  value 549.306144 
iter  10 value 449.848233
iter  20 value 427.010474
iter  30 value 404.693955
iter  40 value 390.632354
iter  50 value 378.097554
iter  60 value 370.824261
iter  70 value 363.541643
iter  80 value 361.645482
iter  90 value 361.366479
final  value 361.328727 
converged
# weights:  135 (88 variable)
initial  value 549.306144 
iter  10 value 448.176335
iter  20 value 428.675406
iter  30 value 404.440114
iter  40 value 392.982286
iter  50 value 377.591394
iter  60 value 371.256580
iter  70 value 363.306300
iter  80 value 362.147764
iter  90 value 361.002110
final  value 360.944248 
converged
# weights:  135 (88 variable)
initial  value 549.306144 
iter  10 value 447.307741
iter  20 value 428.150945
iter  30 value 403.726425
iter  40 value 391.811830
iter  50 value 379.663316
iter  60 value 373.366073
iter  70 value 364.685862
iter  80 value 362.046719
iter  90 value 361.523991
final  value 361.461344 
converged
# weights:  135 (88 variable)
initial  value 549.306144 
iter  10 value 448.818396
iter  20 value 428.856941
iter  30 value 405.736983
iter  40 value 394.330942
iter  50 value 379.557559
iter  60 value 373.380423
iter  70 value 365.555579
iter  80 value 363.665139
iter  90 value 363.142519
final  value 363.090409 
converged
# weights:  135 (88 variable)
initial  value 549.306144 
iter  10 value 448.520755
iter  20 value 428.681977
iter  30 value 405.378438
iter  40 value 393.640656
iter  50 value 379.269675
iter  60 value 371.387134
iter  70 value 364.197134
iter  80 value 362.157792
iter  90 value 361.401532
final  value 361.357893 
converged
# weights:  135 (88 variable)
initial  value 549.306144 
iter  10 value 441.338018
iter  20 value 423.432451
iter  30 value 402.323589
iter  40 value 392.182752
iter  50 value 378.530151
iter  60 value 370.832626
iter  70 value 364.241373
iter  80 value 362.494702
iter  90 value 362.132755
final  value 362.082149 
converged
# weights:  135 (88 variable)
initial  value 549.306144 
iter  10 value 449.118440
iter  20 value 428.468738
iter  30 value 405.281646
iter  40 value 392.382569
iter  50 value 377.650302
iter  60 value 371.458226
iter  70 value 363.624584
iter  80 value 361.320752
iter  90 value 360.888963
final  value 360.836820 
converged
# weights:  135 (88 variable)
initial  value 549.306144 
iter  10 value 447.577539
iter  20 value 428.019145
iter  30 value 404.426732
iter  40 value 392.275585
iter  50 value 377.709498
iter  60 value 372.082686
iter  70 value 364.330834
iter  80 value 361.598146
iter  90 value 360.952708
final  value 360.886261 
converged
# weights:  135 (88 variable)
initial  value 549.306144 
iter  10 value 451.485823
iter  20 value 433.547504
iter  30 value 411.002649
iter  40 value 401.377464
iter  50 value 388.859358
iter  60 value 383.956931
iter  70 value 374.970973
iter  80 value 373.231643
iter  90 value 372.794328
final  value 372.761034 
converged
# weights:  135 (88 variable)
initial  value 549.306144 
iter  10 value 459.551004
iter  20 value 441.283270
iter  30 value 420.060093
iter  40 value 409.661167
iter  50 value 397.302902
iter  60 value 390.974844
iter  70 value 386.545710
iter  80 value 385.118558
iter  90 value 384.711650
final  value 384.678674 
converged
# weights:  135 (88 variable)
initial  value 549.306144 
iter  10 value 449.963338
iter  20 value 431.411424
iter  30 value 409.989734
iter  40 value 399.551786
iter  50 value 388.629177
iter  60 value 383.866386
iter  70 value 376.577993
iter  80 value 374.489460
iter  90 value 373.806263
final  value 373.780076 
converged
# weights:  135 (88 variable)
initial  value 549.306144 
iter  10 value 451.202698
iter  20 value 433.015281
iter  30 value 410.022839
iter  40 value 400.431916
iter  50 value 387.390318
iter  60 value 383.122444
iter  70 value 376.038903
iter  80 value 374.027221
iter  90 value 373.652496
final  value 373.636970 
converged
# weights:  135 (88 variable)
initial  value 549.306144 
iter  10 value 453.172933
iter  20 value 435.543000
iter  30 value 415.088325
iter  40 value 404.762797
iter  50 value 392.641468
iter  60 value 388.323996
iter  70 value 383.867395
iter  80 value 382.101410
iter  90 value 381.581667
final  value 381.552230 
converged
# weights:  141 (92 variable)
initial  value 549.306144 
iter  10 value 442.980509
iter  20 value 425.532856
iter  30 value 401.414602
iter  40 value 390.985043
iter  50 value 378.177735
iter  60 value 371.633075
iter  70 value 365.220326
iter  80 value 360.962786
iter  90 value 360.338948
iter 100 value 360.268941
final  value 360.268941 
stopped after 100 iterations
# weights:  141 (92 variable)
initial  value 549.306144 
iter  10 value 443.510574
iter  20 value 425.399665
iter  30 value 401.619123
iter  40 value 391.224113
iter  50 value 376.732707
iter  60 value 372.875443
iter  70 value 366.001420
iter  80 value 361.134441
iter  90 value 360.517817
iter 100 value 360.454609
final  value 360.454609 
stopped after 100 iterations
# weights:  141 (92 variable)
initial  value 549.306144 
iter  10 value 447.298916
iter  20 value 427.729993
iter  30 value 403.011634
iter  40 value 393.757505
iter  50 value 377.862650
iter  60 value 372.210477
iter  70 value 365.602536
iter  80 value 361.188496
iter  90 value 360.470435
iter 100 value 360.339878
final  value 360.339878 
stopped after 100 iterations
# weights:  141 (92 variable)
initial  value 549.306144 
iter  10 value 444.344035
iter  20 value 426.176323
iter  30 value 402.263528
iter  40 value 392.154131
iter  50 value 380.729346
iter  60 value 371.875482
iter  70 value 365.730346
iter  80 value 361.402691
iter  90 value 360.463527
iter 100 value 360.420033
final  value 360.420033 
stopped after 100 iterations
# weights:  141 (92 variable)
initial  value 549.306144 
iter  10 value 448.117570
iter  20 value 428.452389
iter  30 value 403.596445
iter  40 value 393.513138
iter  50 value 378.053910
iter  60 value 372.541326
iter  70 value 365.788304
iter  80 value 361.115490
iter  90 value 360.390810
iter 100 value 360.358107
final  value 360.358107 
stopped after 100 iterations
# weights:  141 (92 variable)
initial  value 549.306144 
iter  10 value 448.498495
iter  20 value 429.075046
iter  30 value 405.080290
iter  40 value 393.572125
iter  50 value 377.427592
iter  60 value 372.537311
iter  70 value 365.495365
iter  80 value 361.387557
iter  90 value 360.436730
iter 100 value 360.234058
final  value 360.234058 
stopped after 100 iterations
# weights:  135 (88 variable)
initial  value 549.306144 
iter  10 value 451.475794
iter  20 value 429.801565
iter  30 value 404.373700
iter  40 value 391.889127
iter  50 value 378.337254
iter  60 value 371.135583
iter  70 value 363.746249
iter  80 value 361.195602
iter  90 value 360.782937
final  value 360.762369 
converged
# weights:  132 (86 variable)
initial  value 549.306144 
iter  10 value 454.979033
iter  20 value 431.474603
iter  30 value 405.387561
iter  40 value 392.719265
iter  50 value 381.723905
iter  60 value 372.161898
iter  70 value 364.532287
iter  80 value 362.800443
iter  90 value 362.233922
final  value 362.203871 
converged
# weights:  132 (86 variable)
initial  value 549.306144 
iter  10 value 453.275275
iter  20 value 430.380493
iter  30 value 405.174879
iter  40 value 391.440394
iter  50 value 380.822376
iter  60 value 371.700460
iter  70 value 364.532900
iter  80 value 362.529053
iter  90 value 362.305346
final  value 362.295100 
converged
# weights:  132 (86 variable)
initial  value 549.306144 
iter  10 value 454.360848
iter  20 value 430.944952
iter  30 value 405.664422
iter  40 value 393.298344
iter  50 value 381.499644
iter  60 value 370.044713
iter  70 value 363.561887
iter  80 value 361.406380
iter  90 value 361.117816
final  value 361.109570 
converged
# weights:  132 (86 variable)
initial  value 549.306144 
iter  10 value 452.349134
iter  20 value 430.035716
iter  30 value 406.301668
iter  40 value 395.025513
iter  50 value 380.838014
iter  60 value 368.973932
iter  70 value 363.574334
iter  80 value 361.484319
iter  90 value 361.166033
final  value 361.150086 
converged
# weights:  132 (86 variable)
initial  value 549.306144 
iter  10 value 453.594965
iter  20 value 430.529962
iter  30 value 406.065542
iter  40 value 391.139229
iter  50 value 379.299717
iter  60 value 370.959531
iter  70 value 363.277330
iter  80 value 361.597422
iter  90 value 361.342293
final  value 361.332877 
converged
# weights:  132 (86 variable)
initial  value 549.306144 
iter  10 value 450.624881
iter  20 value 428.594156
iter  30 value 404.618681
iter  40 value 390.799535
iter  50 value 378.976728
iter  60 value 373.208114
iter  70 value 365.915342
iter  80 value 363.756327
iter  90 value 363.559444
final  value 363.551379 
converged
# weights:  132 (86 variable)
initial  value 549.306144 
iter  10 value 455.971750
iter  20 value 432.037754
iter  30 value 405.917699
iter  40 value 393.012882
iter  50 value 384.113026
iter  60 value 374.434907
iter  70 value 364.526873
iter  80 value 361.666254
iter  90 value 361.271866
final  value 361.244095 
converged
# weights:  132 (86 variable)
initial  value 549.306144 
iter  10 value 454.897786
iter  20 value 433.206004
iter  30 value 408.331749
iter  40 value 391.911920
iter  50 value 380.239591
iter  60 value 373.100267
iter  70 value 366.890853
iter  80 value 364.488079
iter  90 value 364.087013
final  value 364.043371 
converged
# weights:  132 (86 variable)
initial  value 549.306144 
iter  10 value 450.622838
iter  20 value 428.903225
iter  30 value 403.620722
iter  40 value 389.660188
iter  50 value 379.249321
iter  60 value 369.962411
iter  70 value 363.821908
iter  80 value 362.039892
iter  90 value 361.796420
final  value 361.788251 
converged
# weights:  132 (86 variable)
initial  value 549.306144 
iter  10 value 451.884338
iter  20 value 430.209398
iter  30 value 405.089057
iter  40 value 390.052995
iter  50 value 378.171763
iter  60 value 371.317954
iter  70 value 364.780546
iter  80 value 362.552471
iter  90 value 362.355165
final  value 362.342139 
converged
# weights:  132 (86 variable)
initial  value 549.306144 
iter  10 value 452.540479
iter  20 value 429.324643
iter  30 value 405.183967
iter  40 value 391.394289
iter  50 value 378.180569
iter  60 value 372.008979
iter  70 value 363.247036
iter  80 value 361.643715
iter  90 value 361.395160
final  value 361.384590 
converged
# weights:  132 (86 variable)
initial  value 549.306144 
iter  10 value 455.875334
iter  20 value 432.668754
iter  30 value 407.165909
iter  40 value 394.032890
iter  50 value 382.449055
iter  60 value 371.008132
iter  70 value 365.307125
iter  80 value 362.954872
iter  90 value 362.698381
final  value 362.681370 
converged
# weights:  132 (86 variable)
initial  value 549.306144 
iter  10 value 451.890893
iter  20 value 429.619007
iter  30 value 405.482189
iter  40 value 390.296040
iter  50 value 379.449105
iter  60 value 372.243572
iter  70 value 364.934182
iter  80 value 362.903013
iter  90 value 362.635386
final  value 362.612120 
converged
# weights:  132 (86 variable)
initial  value 549.306144 
iter  10 value 450.411874
iter  20 value 429.709470
iter  30 value 405.397498
iter  40 value 391.664215
iter  50 value 380.156985
iter  60 value 372.508407
iter  70 value 366.116987
iter  80 value 364.339405
iter  90 value 364.040715
final  value 363.984881 
converged
# weights:  132 (86 variable)
initial  value 549.306144 
iter  10 value 452.880806
iter  20 value 430.145359
iter  30 value 404.761450
iter  40 value 390.490554
iter  50 value 379.410976
iter  60 value 371.435083
iter  70 value 363.588683
iter  80 value 361.377005
iter  90 value 361.201758
final  value 361.192840 
converged
# weights:  132 (86 variable)
initial  value 549.306144 
iter  10 value 451.284454
iter  20 value 429.616311
iter  30 value 404.806464
iter  40 value 390.158466
iter  50 value 379.082097
iter  60 value 370.517415
iter  70 value 363.631917
iter  80 value 361.936915
iter  90 value 361.678878
final  value 361.672837 
converged
# weights:  132 (86 variable)
initial  value 549.306144 
iter  10 value 442.456792
iter  20 value 423.104015
iter  30 value 401.797068
iter  40 value 393.474688
iter  50 value 381.738569
iter  60 value 371.619208
iter  70 value 365.260413
iter  80 value 362.825983
iter  90 value 362.638929
final  value 362.603822 
converged
# weights:  132 (86 variable)
initial  value 549.306144 
iter  10 value 451.836147
iter  20 value 430.290293
iter  30 value 405.809761
iter  40 value 391.614823
iter  50 value 379.052729
iter  60 value 372.876905
iter  70 value 365.192128
iter  80 value 363.176062
iter  90 value 362.831231
final  value 362.806581 
converged
# weights:  132 (86 variable)
initial  value 549.306144 
iter  10 value 451.650148
iter  20 value 429.991788
iter  30 value 404.918244
iter  40 value 393.575765
iter  50 value 380.664800
iter  60 value 371.244824
iter  70 value 365.015142
iter  80 value 361.967343
iter  90 value 361.711414
final  value 361.654752 
converged
# weights:  132 (86 variable)
initial  value 549.306144 
iter  10 value 451.809227
iter  20 value 430.055458
iter  30 value 404.540948
iter  40 value 394.274551
iter  50 value 381.091385
iter  60 value 371.076105
iter  70 value 363.770082
iter  80 value 361.853438
iter  90 value 361.218889
final  value 361.206837 
converged
# weights:  132 (86 variable)
initial  value 549.306144 
iter  10 value 450.057236
iter  20 value 428.951702
iter  30 value 404.922341
iter  40 value 394.163135
iter  50 value 381.876855
iter  60 value 371.480224
iter  70 value 364.812816
iter  80 value 362.748840
iter  90 value 362.442159
final  value 362.433071 
converged
# weights:  132 (86 variable)
initial  value 549.306144 
iter  10 value 452.203582
iter  20 value 430.829724
iter  30 value 406.907537
iter  40 value 387.259392
iter  50 value 381.269685
iter  60 value 373.000192
iter  70 value 368.409573
iter  80 value 366.595949
iter  90 value 366.487758
final  value 366.480796 
converged
# weights:  132 (86 variable)
initial  value 549.306144 
iter  10 value 453.022633
iter  20 value 429.380025
iter  30 value 406.321142
iter  40 value 389.673364
iter  50 value 381.429950
iter  60 value 371.136364
iter  70 value 364.304580
iter  80 value 362.122022
iter  90 value 361.926114
final  value 361.916822 
converged
# weights:  132 (86 variable)
initial  value 549.306144 
iter  10 value 452.758436
iter  20 value 437.346543
iter  30 value 403.403305
iter  40 value 396.887557
iter  50 value 384.120570
iter  60 value 379.700427
iter  70 value 371.492334
iter  80 value 369.881916
iter  90 value 369.755295
final  value 369.735997 
converged
# weights:  132 (86 variable)
initial  value 549.306144 
iter  10 value 451.011958
iter  20 value 429.824997
iter  30 value 405.130351
iter  40 value 392.477724
iter  50 value 381.377702
iter  60 value 373.126091
iter  70 value 364.575028
iter  80 value 362.101050
iter  90 value 361.767998
final  value 361.752506 
converged
# weights:  132 (86 variable)
initial  value 549.306144 
iter  10 value 451.767102
iter  20 value 429.976924
iter  30 value 404.464257
iter  40 value 391.677188
iter  50 value 381.644989
iter  60 value 372.742519
iter  70 value 364.034231
iter  80 value 361.649530
iter  90 value 361.208672
final  value 361.159890 
converged
# weights:  132 (86 variable)
initial  value 549.306144 
iter  10 value 449.724491
iter  20 value 428.498134
iter  30 value 404.057706
iter  40 value 391.402575
iter  50 value 378.142146
iter  60 value 370.977035
iter  70 value 364.543932
iter  80 value 362.632458
iter  90 value 362.253344
final  value 362.237138 
converged
# weights:  132 (86 variable)
initial  value 549.306144 
iter  10 value 450.873311
iter  20 value 429.763423
iter  30 value 405.859479
iter  40 value 392.416716
iter  50 value 380.139095
iter  60 value 373.498853
iter  70 value 365.760667
iter  80 value 363.544073
iter  90 value 363.252841
final  value 363.242799 
converged
# weights:  132 (86 variable)
initial  value 549.306144 
iter  10 value 452.576645
iter  20 value 430.675456
iter  30 value 405.526965
iter  40 value 392.615839
iter  50 value 379.916038
iter  60 value 369.570399
iter  70 value 363.907858
iter  80 value 361.847926
iter  90 value 361.537902
final  value 361.516226 
converged
# weights:  132 (86 variable)
initial  value 549.306144 
iter  10 value 450.596368
iter  20 value 428.859998
iter  30 value 405.796755
iter  40 value 393.023608
iter  50 value 380.180721
iter  60 value 371.626088
iter  70 value 365.013704
iter  80 value 362.415727
iter  90 value 362.156271
final  value 362.142596 
converged
# weights:  132 (86 variable)
initial  value 549.306144 
iter  10 value 453.176614
iter  20 value 429.022404
iter  30 value 405.265701
iter  40 value 391.558130
iter  50 value 378.841065
iter  60 value 368.283243
iter  70 value 362.446900
iter  80 value 361.769765
iter  90 value 361.565026
final  value 361.556788 
converged
# weights:  132 (86 variable)
initial  value 549.306144 
iter  10 value 451.552830
iter  20 value 430.098670
iter  30 value 405.217326
iter  40 value 393.330635
iter  50 value 379.283530
iter  60 value 371.224001
iter  70 value 363.669080
iter  80 value 361.548758
iter  90 value 361.228889
final  value 361.206400 
converged
# weights:  132 (86 variable)
initial  value 549.306144 
iter  10 value 450.603407
iter  20 value 429.295794
iter  30 value 404.339617
iter  40 value 393.345079
iter  50 value 379.533510
iter  60 value 372.165747
iter  70 value 364.374795
iter  80 value 362.065952
iter  90 value 361.756174
final  value 361.752126 
converged
# weights:  132 (86 variable)
initial  value 549.306144 
iter  10 value 452.876325
iter  20 value 429.881078
iter  30 value 406.609003
iter  40 value 392.680737
iter  50 value 379.511935
iter  60 value 371.775079
iter  70 value 365.776215
iter  80 value 363.683469
iter  90 value 363.340788
final  value 363.268003 
converged
# weights:  132 (86 variable)
initial  value 549.306144 
iter  10 value 452.146184
iter  20 value 430.001017
iter  30 value 404.891678
iter  40 value 391.872551
iter  50 value 378.542112
iter  60 value 370.262462
iter  70 value 364.176618
iter  80 value 361.904202
iter  90 value 361.648448
final  value 361.636223 
converged
# weights:  132 (86 variable)
initial  value 549.306144 
iter  10 value 443.435287
iter  20 value 423.961653
iter  30 value 403.035078
iter  40 value 390.396034
iter  50 value 378.265088
iter  60 value 370.935621
iter  70 value 365.016687
iter  80 value 362.850652
iter  90 value 362.383062
final  value 362.357107 
converged
# weights:  132 (86 variable)
initial  value 549.306144 
iter  10 value 451.742891
iter  20 value 428.905365
iter  30 value 404.983030
iter  40 value 391.418249
iter  50 value 381.734608
iter  60 value 371.882550
iter  70 value 364.409391
iter  80 value 361.477849
iter  90 value 361.140490
final  value 361.115454 
converged
# weights:  132 (86 variable)
initial  value 549.306144 
iter  10 value 451.319810
iter  20 value 429.804979
iter  30 value 405.381783
iter  40 value 392.801536
iter  50 value 379.872120
iter  60 value 371.642993
iter  70 value 363.718906
iter  80 value 361.404468
iter  90 value 361.188704
final  value 361.176909 
converged
# weights:  132 (86 variable)
initial  value 549.306144 
iter  10 value 454.638436
iter  20 value 434.558961
iter  30 value 411.878972
iter  40 value 399.270128
iter  50 value 387.814369
iter  60 value 383.607842
iter  70 value 374.887132
iter  80 value 373.180214
iter  90 value 373.044756
final  value 373.041097 
converged
# weights:  132 (86 variable)
initial  value 549.306144 
iter  10 value 461.512129
iter  20 value 441.323699
iter  30 value 420.062526
iter  40 value 411.707226
iter  50 value 400.232311
iter  60 value 392.873626
iter  70 value 386.442312
iter  80 value 385.097779
iter  90 value 384.899141
final  value 384.875685 
converged
# weights:  132 (86 variable)
initial  value 549.306144 
iter  10 value 453.321443
iter  20 value 432.708263
iter  30 value 410.789128
iter  40 value 398.142005
iter  50 value 386.889714
iter  60 value 382.020643
iter  70 value 376.081561
iter  80 value 374.539375
iter  90 value 374.203270
final  value 374.184081 
converged
# weights:  132 (86 variable)
initial  value 549.306144 
iter  10 value 454.655851
iter  20 value 434.372289
iter  30 value 410.979745
iter  40 value 400.949335
iter  50 value 389.121237
iter  60 value 383.466201
iter  70 value 375.766965
iter  80 value 374.407696
iter  90 value 374.044630
final  value 374.009755 
converged
# weights:  132 (86 variable)
initial  value 549.306144 
iter  10 value 457.224075
iter  20 value 437.760409
iter  30 value 416.793201
iter  40 value 404.361688
iter  50 value 394.849509
iter  60 value 388.769384
iter  70 value 383.715926
iter  80 value 382.465543
iter  90 value 382.196055
final  value 382.190135 
converged
# weights:  138 (90 variable)
initial  value 549.306144 
iter  10 value 446.837813
iter  20 value 427.657359
iter  30 value 402.812946
iter  40 value 390.429813
iter  50 value 380.606783
iter  60 value 373.181415
iter  70 value 364.796716
iter  80 value 361.222945
iter  90 value 360.649820
iter 100 value 360.578658
final  value 360.578658 
stopped after 100 iterations
# weights:  138 (90 variable)
initial  value 549.306144 
iter  10 value 447.880244
iter  20 value 428.283976
iter  30 value 403.705410
iter  40 value 392.329409
iter  50 value 378.653633
iter  60 value 373.027769
iter  70 value 364.626006
iter  80 value 361.133436
iter  90 value 360.545234
iter 100 value 360.464730
final  value 360.464730 
stopped after 100 iterations
# weights:  138 (90 variable)
initial  value 549.306144 
iter  10 value 446.589050
iter  20 value 426.779059
iter  30 value 402.363519
iter  40 value 390.714144
iter  50 value 377.260618
iter  60 value 371.962193
iter  70 value 364.056193
iter  80 value 361.343173
iter  90 value 360.804879
iter 100 value 360.752250
final  value 360.752250 
stopped after 100 iterations
# weights:  138 (90 variable)
initial  value 549.306144 
iter  10 value 450.897966
iter  20 value 429.558508
iter  30 value 404.311274
iter  40 value 392.520950
iter  50 value 377.428338
iter  60 value 370.376283
iter  70 value 364.523082
iter  80 value 361.237886
iter  90 value 360.709472
iter 100 value 360.640349
final  value 360.640349 
stopped after 100 iterations
# weights:  138 (90 variable)
initial  value 549.306144 
iter  10 value 447.539767
iter  20 value 427.826759
iter  30 value 402.871299
iter  40 value 392.149632
iter  50 value 377.110214
iter  60 value 370.141267
iter  70 value 364.537168
iter  80 value 361.351153
iter  90 value 360.770285
iter 100 value 360.721273
final  value 360.721273 
stopped after 100 iterations
# weights:  138 (90 variable)
initial  value 549.306144 
iter  10 value 451.843501
iter  20 value 430.134951
iter  30 value 404.470343
iter  40 value 393.796841
iter  50 value 379.521426
iter  60 value 372.126550
iter  70 value 363.613951
iter  80 value 361.282691
iter  90 value 360.655102
final  value 360.637393 
converged
# weights:  138 (90 variable)
initial  value 549.306144 
iter  10 value 451.375610
iter  20 value 430.198626
iter  30 value 404.638254
iter  40 value 392.632976
iter  50 value 379.207375
iter  60 value 370.670131
iter  70 value 364.320510
iter  80 value 361.214718
iter  90 value 360.582282
iter 100 value 360.518558
final  value 360.518558 
stopped after 100 iterations
# weights:  132 (86 variable)
initial  value 549.306144 
iter  10 value 454.360848
iter  20 value 430.944952
iter  30 value 405.664422
iter  40 value 393.298344
iter  50 value 381.499644
iter  60 value 370.044713
iter  70 value 363.561887
iter  80 value 361.406380
iter  90 value 361.117816
final  value 361.109570 
converged
# weights:  129 (84 variable)
initial  value 549.306144 
iter  10 value 458.367541
iter  20 value 432.634065
iter  30 value 406.914847
iter  40 value 390.888171
iter  50 value 382.089353
iter  60 value 369.746650
iter  70 value 365.251139
iter  80 value 362.823311
iter  90 value 362.509532
final  value 362.503920 
converged
# weights:  129 (84 variable)
initial  value 549.306144 
iter  10 value 456.660253
iter  20 value 431.433694
iter  30 value 406.723283
iter  40 value 390.541197
iter  50 value 379.228576
iter  60 value 370.411593
iter  70 value 364.550763
iter  80 value 362.830791
iter  90 value 362.692052
final  value 362.687232 
converged
# weights:  129 (84 variable)
initial  value 549.306144 
iter  10 value 450.552214
iter  20 value 426.629753
iter  30 value 404.565799
iter  40 value 383.962203
iter  50 value 376.324048
iter  60 value 368.653081
iter  70 value 363.429265
iter  80 value 361.786826
iter  90 value 361.595291
final  value 361.593254 
converged
# weights:  129 (84 variable)
initial  value 549.306144 
iter  10 value 456.725159
iter  20 value 431.344069
iter  30 value 407.742910
iter  40 value 392.866087
iter  50 value 381.169489
iter  60 value 368.515775
iter  70 value 364.166169
iter  80 value 361.868305
iter  90 value 361.713928
final  value 361.708127 
converged
# weights:  129 (84 variable)
initial  value 549.306144 
iter  10 value 453.827993
iter  20 value 429.726969
iter  30 value 405.902310
iter  40 value 388.237149
iter  50 value 378.096405
iter  60 value 369.813425
iter  70 value 365.412384
iter  80 value 363.930780
iter  90 value 363.818577
final  value 363.817172 
converged
# weights:  129 (84 variable)
initial  value 549.306144 
iter  10 value 459.231080
iter  20 value 432.820164
iter  30 value 407.620214
iter  40 value 389.698338
iter  50 value 377.889357
iter  60 value 369.926054
iter  70 value 363.645586
iter  80 value 361.762917
iter  90 value 361.611692
final  value 361.609318 
converged
# weights:  129 (84 variable)
initial  value 549.306144 
iter  10 value 458.450576
iter  20 value 434.628768
iter  30 value 410.091717
iter  40 value 392.041688
iter  50 value 381.684384
iter  60 value 371.726586
iter  70 value 366.880051
iter  80 value 364.862536
iter  90 value 364.542374
final  value 364.539856 
converged
# weights:  129 (84 variable)
initial  value 549.306144 
iter  10 value 453.624786
iter  20 value 429.911528
iter  30 value 405.058302
iter  40 value 390.579532
iter  50 value 379.045741
iter  60 value 368.478826
iter  70 value 364.184844
iter  80 value 362.342423
iter  90 value 362.233245
final  value 362.231662 
converged
# weights:  129 (84 variable)
initial  value 549.306144 
iter  10 value 454.951831
iter  20 value 431.285715
iter  30 value 406.301763
iter  40 value 393.219946
iter  50 value 381.019609
iter  60 value 370.210883
iter  70 value 364.888326
iter  80 value 362.890230
iter  90 value 362.690628
final  value 362.688165 
converged
# weights:  129 (84 variable)
initial  value 549.306144 
iter  10 value 455.584287
iter  20 value 430.207639
iter  30 value 406.081895
iter  40 value 393.444399
iter  50 value 379.679702
iter  60 value 369.116788
iter  70 value 363.860647
iter  80 value 362.040983
iter  90 value 361.692100
final  value 361.688823 
converged
# weights:  129 (84 variable)
initial  value 549.306144 
iter  10 value 458.846570
iter  20 value 433.494916
iter  30 value 408.591728
iter  40 value 389.829544
iter  50 value 379.305774
iter  60 value 370.630143
iter  70 value 364.884681
iter  80 value 363.133405
iter  90 value 362.997787
final  value 362.995930 
converged
# weights:  129 (84 variable)
initial  value 549.306144 
iter  10 value 454.881432
iter  20 value 430.737902
iter  30 value 407.096042
iter  40 value 393.788030
iter  50 value 381.588543
iter  60 value 370.026624
iter  70 value 365.079888
iter  80 value 363.332204
iter  90 value 362.931106
final  value 362.926013 
converged
# weights:  129 (84 variable)
initial  value 549.306144 
iter  10 value 453.625661
iter  20 value 431.115330
iter  30 value 406.883272
iter  40 value 391.112360
iter  50 value 380.348301
iter  60 value 371.382023
iter  70 value 367.172130
iter  80 value 364.597728
iter  90 value 364.398869
final  value 364.395558 
converged
# weights:  129 (84 variable)
initial  value 549.306144 
iter  10 value 455.919020
iter  20 value 430.901877
iter  30 value 405.981366
iter  40 value 390.704040
iter  50 value 379.251812
iter  60 value 369.172930
iter  70 value 364.257730
iter  80 value 361.732946
iter  90 value 361.578231
final  value 361.577148 
converged
# weights:  129 (84 variable)
initial  value 549.306144 
iter  10 value 454.545500
iter  20 value 430.887237
iter  30 value 406.385417
iter  40 value 389.720416
iter  50 value 378.494947
iter  60 value 368.495536
iter  70 value 364.690662
iter  80 value 362.386102
iter  90 value 362.004879
final  value 362.000388 
converged
# weights:  129 (84 variable)
initial  value 549.306144 
iter  10 value 445.090659
iter  20 value 424.245322
iter  30 value 403.111536
iter  40 value 385.682989
iter  50 value 376.408616
iter  60 value 369.441079
iter  70 value 364.764831
iter  80 value 363.109503
iter  90 value 362.966150
final  value 362.965008 
converged
# weights:  129 (84 variable)
initial  value 549.306144 
iter  10 value 454.856621
iter  20 value 431.464349
iter  30 value 407.080105
iter  40 value 391.998195
iter  50 value 380.455911
iter  60 value 371.877067
iter  70 value 365.421341
iter  80 value 363.368908
iter  90 value 363.161599
final  value 363.160156 
converged
# weights:  129 (84 variable)
initial  value 549.306144 
iter  10 value 454.815796
iter  20 value 431.347888
iter  30 value 406.390615
iter  40 value 390.323314
iter  50 value 378.442335
iter  60 value 370.810709
iter  70 value 364.401875
iter  80 value 362.157663
iter  90 value 361.991961
final  value 361.988992 
converged
# weights:  129 (84 variable)
initial  value 549.306144 
iter  10 value 454.609655
iter  20 value 431.113608
iter  30 value 406.050865
iter  40 value 391.758438
iter  50 value 379.848377
iter  60 value 370.059628
iter  70 value 363.803743
iter  80 value 361.816763
iter  90 value 361.643486
final  value 361.641576 
converged
# weights:  129 (84 variable)
initial  value 549.306144 
iter  10 value 453.247721
iter  20 value 430.165157
iter  30 value 406.030966
iter  40 value 390.209959
iter  50 value 379.050916
iter  60 value 371.407538
iter  70 value 364.742106
iter  80 value 362.950776
iter  90 value 362.843911
final  value 362.843007 
converged
# weights:  129 (84 variable)
initial  value 549.306144 
iter  10 value 454.994801
iter  20 value 431.930230
iter  30 value 408.341137
iter  40 value 387.569947
iter  50 value 383.888622
iter  60 value 372.668857
iter  70 value 369.049163
iter  80 value 367.268658
iter  90 value 366.899019
final  value 366.894707 
converged
# weights:  129 (84 variable)
initial  value 549.306144 
iter  10 value 455.787944
iter  20 value 430.480196
iter  30 value 407.966289
iter  40 value 388.909133
iter  50 value 378.488613
iter  60 value 369.204540
iter  70 value 365.606752
iter  80 value 362.512957
iter  90 value 362.333123
final  value 362.331667 
converged
# weights:  129 (84 variable)
initial  value 549.306144 
iter  10 value 455.675171
iter  20 value 438.732227
iter  30 value 404.800410
iter  40 value 397.408091
iter  50 value 384.073089
iter  60 value 379.951160
iter  70 value 371.346272
iter  80 value 370.444788
iter  90 value 370.274366
final  value 370.270190 
converged
# weights:  129 (84 variable)
initial  value 549.306144 
iter  10 value 454.132138
iter  20 value 431.123688
iter  30 value 406.403549
iter  40 value 391.813323
iter  50 value 381.064052
iter  60 value 369.627006
iter  70 value 364.278433
iter  80 value 362.525602
iter  90 value 362.072870
final  value 362.066118 
converged
# weights:  129 (84 variable)
initial  value 549.306144 
iter  10 value 454.689735
iter  20 value 431.124720
iter  30 value 405.797528
iter  40 value 391.056325
iter  50 value 380.442607
iter  60 value 370.957304
iter  70 value 363.832842
iter  80 value 361.677385
iter  90 value 361.534221
final  value 361.532824 
converged
# weights:  129 (84 variable)
initial  value 549.306144 
iter  10 value 450.379488
iter  20 value 427.595499
iter  30 value 404.857598
iter  40 value 390.332446
iter  50 value 378.933963
iter  60 value 369.001537
iter  70 value 364.809324
iter  80 value 362.608876
iter  90 value 362.438027
final  value 362.435702 
converged
# weights:  129 (84 variable)
initial  value 549.306144 
iter  10 value 453.638859
iter  20 value 430.751206
iter  30 value 407.765559
iter  40 value 391.973032
iter  50 value 382.997481
iter  60 value 372.349018
iter  70 value 365.485280
iter  80 value 363.741811
iter  90 value 363.589877
final  value 363.587551 
converged
# weights:  129 (84 variable)
initial  value 549.306144 
iter  10 value 450.518826
iter  20 value 427.131913
iter  30 value 404.123690
iter  40 value 390.012276
iter  50 value 379.283518
iter  60 value 368.800973
iter  70 value 364.404807
iter  80 value 362.377697
iter  90 value 361.901050
final  value 361.897386 
converged
# weights:  129 (84 variable)
initial  value 549.306144 
iter  10 value 453.694938
iter  20 value 429.769313
iter  30 value 406.762562
iter  40 value 390.724752
iter  50 value 379.447893
iter  60 value 371.184970
iter  70 value 364.707258
iter  80 value 362.596037
iter  90 value 362.474523
final  value 362.472020 
converged
# weights:  129 (84 variable)
initial  value 549.306144 
iter  10 value 456.156265
iter  20 value 430.010045
iter  30 value 406.715640
iter  40 value 391.699873
iter  50 value 380.647816
iter  60 value 370.971799
iter  70 value 363.448706
iter  80 value 362.045309
iter  90 value 361.922118
final  value 361.910155 
converged
# weights:  129 (84 variable)
initial  value 549.306144 
iter  10 value 454.409734
iter  20 value 431.129191
iter  30 value 406.313935
iter  40 value 393.043630
iter  50 value 380.752197
iter  60 value 369.056030
iter  70 value 364.044631
iter  80 value 361.802651
iter  90 value 361.539846
final  value 361.530510 
converged
# weights:  129 (84 variable)
initial  value 549.306144 
iter  10 value 453.543081
iter  20 value 430.439667
iter  30 value 405.743051
iter  40 value 391.875210
iter  50 value 381.115369
iter  60 value 372.044534
iter  70 value 364.464412
iter  80 value 362.248086
iter  90 value 362.089992
final  value 362.087788 
converged
# weights:  129 (84 variable)
initial  value 549.306144 
iter  10 value 455.736653
iter  20 value 430.896569
iter  30 value 407.932616
iter  40 value 393.671914
iter  50 value 383.411682
iter  60 value 371.346867
iter  70 value 366.451128
iter  80 value 364.029673
iter  90 value 363.638687
final  value 363.609462 
converged
# weights:  129 (84 variable)
initial  value 549.306144 
iter  10 value 455.391879
iter  20 value 431.027519
iter  30 value 406.337232
iter  40 value 391.641139
iter  50 value 380.380555
iter  60 value 370.001859
iter  70 value 364.246509
iter  80 value 362.136076
iter  90 value 361.989995
final  value 361.988935 
converged
# weights:  129 (84 variable)
initial  value 549.306144 
iter  10 value 446.636250
iter  20 value 425.304967
iter  30 value 404.387366
iter  40 value 391.351299
iter  50 value 379.607368
iter  60 value 369.833027
iter  70 value 365.135380
iter  80 value 362.822846
iter  90 value 362.699090
final  value 362.697605 
converged
# weights:  129 (84 variable)
initial  value 549.306144 
iter  10 value 454.684733
iter  20 value 429.940753
iter  30 value 406.243900
iter  40 value 390.015739
iter  50 value 379.662110
iter  60 value 370.483425
iter  70 value 363.696102
iter  80 value 361.606010
iter  90 value 361.464441
final  value 361.462113 
converged
# weights:  129 (84 variable)
initial  value 549.306144 
iter  10 value 454.083218
iter  20 value 430.685855
iter  30 value 407.017781
iter  40 value 391.470082
iter  50 value 378.316802
iter  60 value 369.688964
iter  70 value 363.496197
iter  80 value 361.645339
iter  90 value 361.522126
final  value 361.520794 
converged
# weights:  129 (84 variable)
initial  value 549.306144 
iter  10 value 457.588539
iter  20 value 435.852808
iter  30 value 413.296129
iter  40 value 399.148880
iter  50 value 388.168559
iter  60 value 381.593031
iter  70 value 375.381970
iter  80 value 373.523855
iter  90 value 373.414324
final  value 373.413049 
converged
# weights:  129 (84 variable)
initial  value 549.306144 
iter  10 value 464.211289
iter  20 value 442.282075
iter  30 value 421.030753
iter  40 value 411.115859
iter  50 value 401.579356
iter  60 value 390.955464
iter  70 value 386.805140
iter  80 value 385.468783
iter  90 value 385.359538
final  value 385.358433 
converged
# weights:  129 (84 variable)
initial  value 549.306144 
iter  10 value 456.695757
iter  20 value 434.045042
iter  30 value 412.475986
iter  40 value 398.147378
iter  50 value 387.964001
iter  60 value 381.605616
iter  70 value 376.008967
iter  80 value 374.619422
iter  90 value 374.514598
final  value 374.502769 
converged
# weights:  129 (84 variable)
initial  value 549.306144 
iter  10 value 457.684988
iter  20 value 435.767491
iter  30 value 412.817930
iter  40 value 400.135083
iter  50 value 391.881773
iter  60 value 382.955332
iter  70 value 375.986166
iter  80 value 374.321120
iter  90 value 374.124608
final  value 374.123644 
converged
# weights:  129 (84 variable)
initial  value 549.306144 
iter  10 value 460.128227
iter  20 value 439.100994
iter  30 value 418.400646
iter  40 value 403.795691
iter  50 value 393.951803
iter  60 value 386.834613
iter  70 value 383.563626
iter  80 value 382.527075
iter  90 value 382.419543
final  value 382.415753 
converged
# weights:  135 (88 variable)
initial  value 549.306144 
iter  10 value 451.475794
iter  20 value 429.801565
iter  30 value 404.373700
iter  40 value 391.889127
iter  50 value 378.337254
iter  60 value 371.135583
iter  70 value 363.746249
iter  80 value 361.195602
iter  90 value 360.782937
final  value 360.762369 
converged
# weights:  135 (88 variable)
initial  value 549.306144 
iter  10 value 449.489015
iter  20 value 428.966222
iter  30 value 403.521353
iter  40 value 390.073310
iter  50 value 377.673218
iter  60 value 371.805773
iter  70 value 363.587258
iter  80 value 361.382108
iter  90 value 360.944101
final  value 360.912559 
converged
# weights:  135 (88 variable)
initial  value 549.306144 
iter  10 value 450.837934
iter  20 value 429.708452
iter  30 value 404.630134
iter  40 value 392.366115
iter  50 value 380.563627
iter  60 value 371.545717
iter  70 value 362.829862
iter  80 value 361.440426
iter  90 value 360.872112
final  value 360.838908 
converged
# weights:  135 (88 variable)
initial  value 549.306144 
iter  10 value 449.299334
iter  20 value 427.770809
iter  30 value 403.367725
iter  40 value 390.694688
iter  50 value 377.881724
iter  60 value 371.756435
iter  70 value 363.553092
iter  80 value 361.555589
iter  90 value 361.129535
final  value 361.096103 
converged
# weights:  135 (88 variable)
initial  value 549.306144 
iter  10 value 453.400768
iter  20 value 430.433275
iter  30 value 405.230891
iter  40 value 392.371897
iter  50 value 378.110539
iter  60 value 371.860721
iter  70 value 363.926031
iter  80 value 361.954003
iter  90 value 361.027638
final  value 360.993675 
converged
# weights:  135 (88 variable)
initial  value 549.306144 
iter  10 value 450.409167
iter  20 value 429.240199
iter  30 value 404.483778
iter  40 value 392.803433
iter  50 value 378.357515
iter  60 value 369.799721
iter  70 value 363.593109
iter  80 value 361.629017
iter  90 value 361.110766
final  value 361.059645 
converged
# weights:  135 (88 variable)
initial  value 549.306144 
iter  10 value 454.627868
iter  20 value 431.151267
iter  30 value 405.730007
iter  40 value 390.608024
iter  50 value 377.987029
iter  60 value 371.791670
iter  70 value 363.430096
iter  80 value 361.766845
iter  90 value 361.058216
final  value 361.002810 
converged
# weights:  135 (88 variable)
initial  value 549.306144 
iter  10 value 454.558042
iter  20 value 431.431109
iter  30 value 405.525359
iter  40 value 391.722807
iter  50 value 377.969612
iter  60 value 370.953009
iter  70 value 363.000445
iter  80 value 361.867779
iter  90 value 360.898710
final  value 360.860887 
converged
# weights:  129 (84 variable)
initial  value 549.306144 
iter  10 value 454.684733
iter  20 value 429.940753
iter  30 value 406.243900
iter  40 value 390.015739
iter  50 value 379.662110
iter  60 value 370.483425
iter  70 value 363.696102
iter  80 value 361.606010
iter  90 value 361.464441
final  value 361.462113 
converged
# weights:  126 (82 variable)
initial  value 549.306144 
iter  10 value 459.033315
iter  20 value 431.752121
iter  30 value 407.598277
iter  40 value 390.014735
iter  50 value 378.799014
iter  60 value 369.301600
iter  70 value 364.797159
iter  80 value 362.961858
iter  90 value 362.855453
final  value 362.855400 
converged
# weights:  126 (82 variable)
initial  value 549.306144 
iter  10 value 457.377619
iter  20 value 430.631313
iter  30 value 407.103625
iter  40 value 389.996142
iter  50 value 381.450049
iter  60 value 369.251779
iter  70 value 365.058892
iter  80 value 363.332449
iter  90 value 363.025831
final  value 363.025751 
converged
# weights:  126 (82 variable)
initial  value 549.306144 
iter  10 value 451.046150
iter  20 value 425.174816
iter  30 value 405.304853
iter  40 value 384.893734
iter  50 value 377.554178
iter  60 value 367.969969
iter  70 value 364.298628
iter  80 value 362.078139
iter  90 value 361.942999
final  value 361.942967 
converged
# weights:  126 (82 variable)
initial  value 549.306144 
iter  10 value 457.604784
iter  20 value 430.552783
iter  30 value 408.558535
iter  40 value 391.418593
iter  50 value 380.599793
iter  60 value 368.805953
iter  70 value 364.263894
iter  80 value 362.210193
iter  90 value 362.075608
final  value 362.075445 
converged
# weights:  126 (82 variable)
initial  value 549.306144 
iter  10 value 454.158123
iter  20 value 428.591386
iter  30 value 406.517073
iter  40 value 388.711226
iter  50 value 378.599643
iter  60 value 369.925003
iter  70 value 365.936551
iter  80 value 364.283589
iter  90 value 364.159042
final  value 364.159021 
converged
# weights:  126 (82 variable)
initial  value 549.306144 
iter  10 value 460.092540
iter  20 value 432.040336
iter  30 value 408.074682
iter  40 value 388.910674
iter  50 value 378.073344
iter  60 value 369.067451
iter  70 value 364.236245
iter  80 value 362.119127
iter  90 value 361.952102
final  value 361.952043 
converged
# weights:  126 (82 variable)
initial  value 549.306144 
iter  10 value 459.294471
iter  20 value 433.589101
iter  30 value 410.983441
iter  40 value 388.925631
iter  50 value 380.250026
iter  60 value 371.522026
iter  70 value 367.052528
iter  80 value 365.148647
iter  90 value 365.044768
final  value 365.044746 
converged
# weights:  126 (82 variable)
initial  value 549.306144 
iter  10 value 454.096624
iter  20 value 428.922211
iter  30 value 406.546549
iter  40 value 387.927208
iter  50 value 377.461153
iter  60 value 369.234985
iter  70 value 364.451626
iter  80 value 362.740069
iter  90 value 362.628805
final  value 362.628748 
converged
# weights:  126 (82 variable)
initial  value 549.306144 
iter  10 value 455.336634
iter  20 value 430.162593
iter  30 value 406.911066
iter  40 value 388.411036
iter  50 value 378.259776
iter  60 value 369.527155
iter  70 value 365.321403
iter  80 value 363.231155
iter  90 value 363.101384
final  value 363.101355 
converged
# weights:  126 (82 variable)
initial  value 549.306144 
iter  10 value 455.557983
iter  20 value 429.020591
iter  30 value 406.687043
iter  40 value 388.954311
iter  50 value 378.036493
iter  60 value 368.473527
iter  70 value 364.293840
iter  80 value 362.182190
iter  90 value 362.069307
final  value 362.069297 
converged
# weights:  126 (82 variable)
initial  value 549.306144 
iter  10 value 459.724786
iter  20 value 432.083851
iter  30 value 409.104249
iter  40 value 391.205524
iter  50 value 379.698972
iter  60 value 370.175229
iter  70 value 365.280703
iter  80 value 363.495124
iter  90 value 363.381459
final  value 363.381426 
converged
# weights:  126 (82 variable)
initial  value 549.306144 
iter  10 value 455.320199
iter  20 value 429.498080
iter  30 value 407.468097
iter  40 value 387.299940
iter  50 value 377.933376
iter  60 value 369.274156
iter  70 value 365.205038
iter  80 value 363.359245
iter  90 value 363.242187
final  value 363.242158 
converged
# weights:  126 (82 variable)
initial  value 549.306144 
iter  10 value 454.385673
iter  20 value 430.257901
iter  30 value 407.555777
iter  40 value 389.580619
iter  50 value 379.898403
iter  60 value 371.456100
iter  70 value 366.825498
iter  80 value 365.053684
iter  90 value 364.967645
final  value 364.967627 
converged
# weights:  126 (82 variable)
initial  value 549.306144 
iter  10 value 456.102799
iter  20 value 429.412399
iter  30 value 406.534864
iter  40 value 389.431013
iter  50 value 378.754843
iter  60 value 369.040899
iter  70 value 363.887886
iter  80 value 362.058230
iter  90 value 361.924545
final  value 361.924505 
converged
# weights:  126 (82 variable)
initial  value 549.306144 
iter  10 value 454.923223
iter  20 value 428.894055
iter  30 value 407.707393
iter  40 value 388.034031
iter  50 value 377.873967
iter  60 value 369.252533
iter  70 value 365.427294
iter  80 value 362.481448
iter  90 value 362.356816
final  value 362.356782 
converged
# weights:  126 (82 variable)
initial  value 549.306144 
iter  10 value 447.063083
iter  20 value 423.178004
iter  30 value 403.664122
iter  40 value 387.435800
iter  50 value 378.888693
iter  60 value 368.612322
iter  70 value 365.481323
iter  80 value 363.404793
iter  90 value 363.315539
final  value 363.315523 
converged
# weights:  126 (82 variable)
initial  value 549.306144 
iter  10 value 455.725983
iter  20 value 430.842702
iter  30 value 407.862147
iter  40 value 391.724505
iter  50 value 379.818806
iter  60 value 370.542355
iter  70 value 365.465850
iter  80 value 363.820835
iter  90 value 363.500680
final  value 363.500624 
converged
# weights:  126 (82 variable)
initial  value 549.306144 
iter  10 value 454.730075
iter  20 value 429.948088
iter  30 value 406.581953
iter  40 value 390.778374
iter  50 value 380.720262
iter  60 value 369.089727
iter  70 value 364.804090
iter  80 value 362.559428
iter  90 value 362.258100
final  value 362.257943 
converged
# weights:  126 (82 variable)
initial  value 549.306144 
iter  10 value 454.757274
iter  20 value 429.845785
iter  30 value 406.240294
iter  40 value 389.641032
iter  50 value 378.700510
iter  60 value 369.771109
iter  70 value 364.702263
iter  80 value 362.174996
iter  90 value 362.001921
final  value 362.001880 
converged
# weights:  126 (82 variable)
initial  value 549.306144 
iter  10 value 455.547815
iter  20 value 430.721400
iter  30 value 407.933580
iter  40 value 389.548031
iter  50 value 380.012702
iter  60 value 369.909879
iter  70 value 365.052641
iter  80 value 363.349239
iter  90 value 363.251001
final  value 363.250985 
converged
# weights:  126 (82 variable)
initial  value 549.306144 
iter  10 value 455.374844
iter  20 value 430.725575
iter  30 value 409.801114
iter  40 value 387.302517
iter  50 value 381.475293
iter  60 value 372.939954
iter  70 value 368.452234
iter  80 value 367.268671
iter  90 value 367.136082
final  value 367.136053 
converged
# weights:  126 (82 variable)
initial  value 549.306144 
iter  10 value 456.180876
iter  20 value 428.868282
iter  30 value 408.410979
iter  40 value 392.689893
iter  50 value 380.139877
iter  60 value 371.773975
iter  70 value 365.336571
iter  80 value 362.918366
iter  90 value 362.701808
final  value 362.701765 
converged
# weights:  126 (82 variable)
initial  value 549.306144 
iter  10 value 456.093095
iter  20 value 438.436058
iter  30 value 404.852947
iter  40 value 397.360562
iter  50 value 385.240110
iter  60 value 380.165190
iter  70 value 372.014202
iter  80 value 371.025373
iter  90 value 370.945131
final  value 370.944918 
converged
# weights:  126 (82 variable)
initial  value 549.306144 
iter  10 value 454.605451
iter  20 value 430.241778
iter  30 value 407.040385
iter  40 value 389.623660
iter  50 value 379.485416
iter  60 value 369.403387
iter  70 value 364.540602
iter  80 value 362.811456
iter  90 value 362.497862
final  value 362.497802 
converged
# weights:  126 (82 variable)
initial  value 549.306144 
iter  10 value 454.912712
iter  20 value 430.010958
iter  30 value 406.452165
iter  40 value 389.179364
iter  50 value 379.140132
iter  60 value 370.061254
iter  70 value 364.775266
iter  80 value 362.113984
iter  90 value 361.895828
final  value 361.895726 
converged
# weights:  126 (82 variable)
initial  value 549.306144 
iter  10 value 451.009019
iter  20 value 426.725524
iter  30 value 406.222157
iter  40 value 389.251664
iter  50 value 377.551091
iter  60 value 368.713773
iter  70 value 364.437896
iter  80 value 362.907178
iter  90 value 362.835498
final  value 362.835480 
converged
# weights:  126 (82 variable)
initial  value 549.306144 
iter  10 value 454.791459
iter  20 value 430.184274
iter  30 value 407.300476
iter  40 value 389.634471
iter  50 value 379.699250
iter  60 value 371.359979
iter  70 value 365.458762
iter  80 value 364.079118
iter  90 value 363.877683
final  value 363.877628 
converged
# weights:  126 (82 variable)
initial  value 549.306144 
iter  10 value 455.303087
iter  20 value 430.415522
iter  30 value 407.417140
iter  40 value 390.026859
iter  50 value 379.094704
iter  60 value 369.741919
iter  70 value 364.799818
iter  80 value 362.366275
iter  90 value 362.229304
final  value 362.229277 
converged
# weights:  126 (82 variable)
initial  value 549.306144 
iter  10 value 455.525182
iter  20 value 430.195601
iter  30 value 408.128528
iter  40 value 391.576383
iter  50 value 379.742249
iter  60 value 370.032451
iter  70 value 364.702929
iter  80 value 362.900142
iter  90 value 362.749936
final  value 362.749895 
converged
# weights:  126 (82 variable)
initial  value 549.306144 
iter  10 value 456.068433
iter  20 value 428.913517
iter  30 value 407.107892
iter  40 value 389.780901
iter  50 value 378.293265
iter  60 value 367.819464
iter  70 value 363.209510
iter  80 value 362.181317
iter  90 value 362.144575
final  value 362.144553 
converged
# weights:  126 (82 variable)
initial  value 549.306144 
iter  10 value 454.666951
iter  20 value 429.867425
iter  30 value 407.003895
iter  40 value 390.177184
iter  50 value 378.868294
iter  60 value 369.513632
iter  70 value 364.518073
iter  80 value 362.016546
iter  90 value 361.825353
final  value 361.825278 
converged
# weights:  126 (82 variable)
initial  value 549.306144 
iter  10 value 453.736926
iter  20 value 429.594890
iter  30 value 406.455331
iter  40 value 389.954250
iter  50 value 379.037428
iter  60 value 369.929894
iter  70 value 364.631597
iter  80 value 362.667139
iter  90 value 362.494215
final  value 362.494154 
converged
# weights:  126 (82 variable)
initial  value 549.306144 
iter  10 value 456.434464
iter  20 value 429.496847
iter  30 value 409.453673
iter  40 value 390.525629
iter  50 value 381.616859
iter  60 value 369.538049
iter  70 value 365.673797
iter  80 value 364.201809
iter  90 value 364.001546
final  value 364.001525 
converged
# weights:  126 (82 variable)
initial  value 549.306144 
iter  10 value 455.663407
iter  20 value 430.171579
iter  30 value 407.083897
iter  40 value 389.603726
iter  50 value 379.328103
iter  60 value 369.605958
iter  70 value 364.799012
iter  80 value 362.423112
iter  90 value 362.297824
final  value 362.297801 
converged
# weights:  126 (82 variable)
initial  value 549.306144 
iter  10 value 448.107268
iter  20 value 424.796715
iter  30 value 405.082893
iter  40 value 390.792226
iter  50 value 378.934407
iter  60 value 368.582188
iter  70 value 364.877254
iter  80 value 363.313428
iter  90 value 363.136860
final  value 363.136393 
converged
# weights:  126 (82 variable)
initial  value 549.306144 
iter  10 value 454.613808
iter  20 value 429.734934
iter  30 value 407.233068
iter  40 value 390.547504
iter  50 value 378.620438
iter  60 value 368.700420
iter  70 value 364.237428
iter  80 value 362.078434
iter  90 value 361.947771
final  value 361.947733 
converged
# weights:  126 (82 variable)
initial  value 549.306144 
iter  10 value 456.011703
iter  20 value 433.221495
iter  30 value 413.555603
iter  40 value 398.456393
iter  50 value 388.006695
iter  60 value 380.131461
iter  70 value 376.162619
iter  80 value 374.215632
iter  90 value 374.092797
final  value 374.092782 
converged
# weights:  126 (82 variable)
initial  value 549.306144 
iter  10 value 464.924837
iter  20 value 440.930347
iter  30 value 421.674245
iter  40 value 405.265652
iter  50 value 396.478219
iter  60 value 390.244973
iter  70 value 386.964800
iter  80 value 385.674833
iter  90 value 385.640502
iter  90 value 385.640501
iter  90 value 385.640501
final  value 385.640501 
converged
# weights:  126 (82 variable)
initial  value 549.306144 
iter  10 value 454.596754
iter  20 value 430.894392
iter  30 value 411.872634
iter  40 value 395.083276
iter  50 value 385.969679
iter  60 value 379.749664
iter  70 value 376.077958
iter  80 value 374.905286
iter  90 value 374.820560
final  value 374.820552 
converged
# weights:  126 (82 variable)
initial  value 549.306144 
iter  10 value 458.510982
iter  20 value 435.536858
iter  30 value 413.575289
iter  40 value 398.162648
iter  50 value 387.808066
iter  60 value 381.817568
iter  70 value 376.327698
iter  80 value 375.082660
iter  90 value 374.998623
final  value 374.998615 
converged
# weights:  126 (82 variable)
initial  value 549.306144 
iter  10 value 461.143792
iter  20 value 438.943407
iter  30 value 418.655429
iter  40 value 402.362812
iter  50 value 394.071681
iter  60 value 388.314029
iter  70 value 384.412067
iter  80 value 383.026759
iter  90 value 382.949311
final  value 382.949300 
converged
# weights:  132 (86 variable)
initial  value 549.306144 
iter  10 value 451.742891
iter  20 value 428.905365
iter  30 value 404.983030
iter  40 value 391.418249
iter  50 value 381.734608
iter  60 value 371.882550
iter  70 value 364.409391
iter  80 value 361.477849
iter  90 value 361.140490
final  value 361.115454 
converged
# weights:  132 (86 variable)
initial  value 549.306144 
iter  10 value 449.658028
iter  20 value 428.002891
iter  30 value 403.425090
iter  40 value 389.661106
iter  50 value 377.415884
iter  60 value 370.288150
iter  70 value 363.244621
iter  80 value 361.472765
iter  90 value 361.259472
final  value 361.254950 
converged
# weights:  132 (86 variable)
initial  value 549.306144 
iter  10 value 451.946158
iter  20 value 429.371829
iter  30 value 405.957330
iter  40 value 391.761738
iter  50 value 377.829696
iter  60 value 371.995889
iter  70 value 363.531778
iter  80 value 361.441063
iter  90 value 361.210933
final  value 361.206669 
converged
# weights:  132 (86 variable)
initial  value 549.306144 
iter  10 value 449.441541
iter  20 value 426.847071
iter  30 value 403.638151
iter  40 value 390.029593
iter  50 value 377.814171
iter  60 value 371.192648
iter  70 value 363.417709
iter  80 value 361.816349
iter  90 value 361.469036
final  value 361.449559 
converged
# weights:  132 (86 variable)
initial  value 549.306144 
iter  10 value 453.452407
iter  20 value 429.323656
iter  30 value 405.715902
iter  40 value 390.959691
iter  50 value 377.868978
iter  60 value 370.627561
iter  70 value 363.685776
iter  80 value 361.532099
iter  90 value 361.380482
final  value 361.346986 
converged
# weights:  132 (86 variable)
initial  value 549.306144 
iter  10 value 451.329334
iter  20 value 428.949931
iter  30 value 405.294280
iter  40 value 391.047801
iter  50 value 377.606338
iter  60 value 369.397218
iter  70 value 363.629865
iter  80 value 361.621109
iter  90 value 361.420104
final  value 361.413385 
converged
# weights:  132 (86 variable)
initial  value 549.306144 
iter  10 value 452.677753
iter  20 value 428.102153
iter  30 value 405.502578
iter  40 value 388.455011
iter  50 value 377.903830
iter  60 value 370.731408
iter  70 value 364.116385
iter  80 value 361.597036
iter  90 value 361.353929
final  value 361.345505 
converged
# weights:  132 (86 variable)
initial  value 549.306144 
iter  10 value 454.249314
iter  20 value 429.688779
iter  30 value 406.370233
iter  40 value 392.247402
iter  50 value 379.911506
iter  60 value 371.739881
iter  70 value 363.310520
iter  80 value 361.516583
iter  90 value 361.224666
final  value 361.203717 
converged
# weights:  132 (86 variable)
initial  value 549.306144 
iter  10 value 454.360848
iter  20 value 430.944952
iter  30 value 405.664422
iter  40 value 393.298344
iter  50 value 381.499644
iter  60 value 370.044713
iter  70 value 363.561887
iter  80 value 361.406380
iter  90 value 361.117816
final  value 361.109570 
converged
# weights:  126 (82 variable)
initial  value 549.306144 
iter  10 value 454.666951
iter  20 value 429.867425
iter  30 value 407.003895
iter  40 value 390.177184
iter  50 value 378.868294
iter  60 value 369.513632
iter  70 value 364.518073
iter  80 value 362.016546
iter  90 value 361.825353
final  value 361.825278 
converged
# weights:  123 (80 variable)
initial  value 549.306144 
iter  10 value 459.005373
iter  20 value 431.636224
iter  30 value 408.453011
iter  40 value 392.538988
iter  50 value 381.083037
iter  60 value 369.616657
iter  70 value 365.054621
iter  80 value 363.332748
iter  90 value 363.219201
iter  90 value 363.219200
iter  90 value 363.219200
final  value 363.219200 
converged
# weights:  123 (80 variable)
initial  value 549.306144 
iter  10 value 457.333371
iter  20 value 430.630178
iter  30 value 408.121722
iter  40 value 390.120059
iter  50 value 378.556848
iter  60 value 368.909451
iter  70 value 365.045383
iter  80 value 363.449681
iter  90 value 363.361529
iter  90 value 363.361528
iter  90 value 363.361528
final  value 363.361528 
converged
# weights:  123 (80 variable)
initial  value 549.306144 
iter  10 value 450.723397
iter  20 value 425.000977
iter  30 value 405.990539
iter  40 value 384.667272
iter  50 value 376.287562
iter  60 value 368.008519
iter  70 value 363.698530
iter  80 value 362.430750
iter  90 value 362.313344
iter  90 value 362.313344
iter  90 value 362.313344
final  value 362.313344 
converged
# weights:  123 (80 variable)
initial  value 549.306144 
iter  10 value 457.610211
iter  20 value 430.516908
iter  30 value 408.723256
iter  40 value 388.166941
iter  50 value 377.646274
iter  60 value 368.043556
iter  70 value 364.036547
iter  80 value 362.578869
final  value 362.461774 
converged
# weights:  123 (80 variable)
initial  value 549.306144 
iter  10 value 454.106903
iter  20 value 428.073102
iter  30 value 406.471914
iter  40 value 388.049020
iter  50 value 377.122776
iter  60 value 369.579796
iter  70 value 365.895842
iter  80 value 364.722876
iter  90 value 364.538916
iter  90 value 364.538916
iter  90 value 364.538916
final  value 364.538916 
converged
# weights:  123 (80 variable)
initial  value 549.306144 
iter  10 value 460.121993
iter  20 value 432.110261
iter  30 value 408.834005
iter  40 value 388.677016
iter  50 value 377.228460
iter  60 value 367.827947
iter  70 value 363.827377
iter  80 value 362.356875
final  value 362.286316 
converged
# weights:  123 (80 variable)
initial  value 549.306144 
iter  10 value 454.420048
iter  20 value 427.827389
iter  30 value 409.541583
iter  40 value 385.923255
iter  50 value 378.765482
iter  60 value 371.236312
iter  70 value 366.709230
iter  80 value 365.467640
final  value 365.352965 
converged
# weights:  123 (80 variable)
initial  value 549.306144 
iter  10 value 454.083030
iter  20 value 428.477614
iter  30 value 406.411452
iter  40 value 389.203911
iter  50 value 378.932947
iter  60 value 368.091795
iter  70 value 364.591866
iter  80 value 363.027513
final  value 362.953166 
converged
# weights:  123 (80 variable)
initial  value 549.306144 
iter  10 value 455.368815
iter  20 value 430.298876
iter  30 value 408.041008
iter  40 value 388.637385
iter  50 value 378.654452
iter  60 value 368.589172
iter  70 value 366.055113
iter  80 value 364.044172
final  value 363.534876 
converged
# weights:  123 (80 variable)
initial  value 549.306144 
iter  10 value 455.582070
iter  20 value 428.678584
iter  30 value 407.695374
iter  40 value 388.347274
iter  50 value 377.564718
iter  60 value 368.573670
iter  70 value 363.347429
iter  80 value 362.490633
final  value 362.387267 
converged
# weights:  123 (80 variable)
initial  value 549.306144 
iter  10 value 459.612443
iter  20 value 432.058311
iter  30 value 409.527605
iter  40 value 389.391822
iter  50 value 379.253713
iter  60 value 369.348069
iter  70 value 365.394061
iter  80 value 363.815231
iter  90 value 363.705462
iter  90 value 363.705462
iter  90 value 363.705462
final  value 363.705462 
converged
# weights:  123 (80 variable)
initial  value 549.306144 
iter  10 value 453.136789
iter  20 value 427.179339
iter  30 value 407.812522
iter  40 value 387.282328
iter  50 value 379.269709
iter  60 value 368.850934
iter  70 value 365.414093
iter  80 value 363.694704
iter  90 value 363.531656
iter  90 value 363.531655
iter  90 value 363.531655
final  value 363.531655 
converged
# weights:  123 (80 variable)
initial  value 549.306144 
iter  10 value 454.301219
iter  20 value 430.166637
iter  30 value 408.346249
iter  40 value 389.830161
iter  50 value 380.335643
iter  60 value 370.855817
iter  70 value 366.416963
iter  80 value 365.413653
final  value 365.352502 
converged
# weights:  123 (80 variable)
initial  value 549.306144 
iter  10 value 456.182606
iter  20 value 429.508349
iter  30 value 407.113457
iter  40 value 389.072740
iter  50 value 378.933039
iter  60 value 368.905262
iter  70 value 363.831976
iter  80 value 362.357036
final  value 362.266176 
converged
# weights:  123 (80 variable)
initial  value 549.306144 
iter  10 value 454.909247
iter  20 value 428.693629
iter  30 value 407.971691
iter  40 value 391.479638
iter  50 value 380.673287
iter  60 value 368.763966
iter  70 value 364.035248
iter  80 value 362.781775
final  value 362.697613 
converged
# weights:  123 (80 variable)
initial  value 549.306144 
iter  10 value 446.649470
iter  20 value 422.579789
iter  30 value 403.862198
iter  40 value 390.723721
iter  50 value 380.444184
iter  60 value 368.691716
iter  70 value 364.644723
iter  80 value 363.750065
iter  90 value 363.631135
iter  90 value 363.631135
iter  90 value 363.631135
final  value 363.631135 
converged
# weights:  123 (80 variable)
initial  value 549.306144 
iter  10 value 455.981622
iter  20 value 430.766378
iter  30 value 408.481527
iter  40 value 391.016069
iter  50 value 380.452679
iter  60 value 370.011367
iter  70 value 365.548339
iter  80 value 363.890379
final  value 363.814150 
converged
# weights:  123 (80 variable)
initial  value 549.306144 
iter  10 value 454.803476
iter  20 value 430.257078
iter  30 value 407.613049
iter  40 value 388.941985
iter  50 value 378.723751
iter  60 value 368.721899
iter  70 value 364.207726
iter  80 value 362.971836
iter  90 value 362.676233
iter  90 value 362.676231
iter  90 value 362.676231
final  value 362.676231 
converged
# weights:  123 (80 variable)
initial  value 549.306144 
iter  10 value 454.722515
iter  20 value 429.872782
iter  30 value 407.640926
iter  40 value 389.560375
iter  50 value 378.184477
iter  60 value 368.594803
iter  70 value 363.958465
iter  80 value 362.399789
final  value 362.320226 
converged
# weights:  123 (80 variable)
initial  value 549.306144 
iter  10 value 455.762245
iter  20 value 430.855610
iter  30 value 408.834104
iter  40 value 392.485459
iter  50 value 382.574868
iter  60 value 369.460215
iter  70 value 366.312265
iter  80 value 363.911100
iter  90 value 363.665428
iter  90 value 363.665427
iter  90 value 363.665427
final  value 363.665427 
converged
# weights:  123 (80 variable)
initial  value 549.306144 
iter  10 value 455.358608
iter  20 value 430.290344
iter  30 value 409.491904
iter  40 value 387.112078
iter  50 value 382.146767
iter  60 value 372.956141
iter  70 value 368.310368
iter  80 value 367.543248
final  value 367.473162 
converged
# weights:  123 (80 variable)
initial  value 549.306144 
iter  10 value 456.218030
iter  20 value 428.901956
iter  30 value 409.022215
iter  40 value 387.229725
iter  50 value 377.739631
iter  60 value 369.503206
iter  70 value 364.236461
iter  80 value 363.176747
iter  90 value 363.004505
iter  90 value 363.004504
iter  90 value 363.004504
final  value 363.004504 
converged
# weights:  123 (80 variable)
initial  value 549.306144 
iter  10 value 456.048120
iter  20 value 438.199301
iter  30 value 405.959481
iter  40 value 397.923473
iter  50 value 384.452739
iter  60 value 379.227980
iter  70 value 371.860677
iter  80 value 371.070839
final  value 371.042958 
converged
# weights:  123 (80 variable)
initial  value 549.306144 
iter  10 value 454.551726
iter  20 value 430.073427
iter  30 value 408.118563
iter  40 value 389.662982
iter  50 value 380.016783
iter  60 value 369.247659
iter  70 value 364.199398
iter  80 value 362.934531
iter  90 value 362.867675
iter  90 value 362.867675
iter  90 value 362.867675
final  value 362.867675 
converged
# weights:  123 (80 variable)
initial  value 549.306144 
iter  10 value 454.894626
iter  20 value 429.738357
iter  30 value 407.382600
iter  40 value 389.921574
iter  50 value 379.036276
iter  60 value 368.688663
iter  70 value 363.833199
iter  80 value 362.372025
final  value 362.310096 
converged
# weights:  123 (80 variable)
initial  value 549.306144 
iter  10 value 451.108730
iter  20 value 426.633089
iter  30 value 406.338953
iter  40 value 389.275391
iter  50 value 378.011520
iter  60 value 368.460023
iter  70 value 364.343189
iter  80 value 363.238515
final  value 363.176050 
converged
# weights:  123 (80 variable)
initial  value 549.306144 
iter  10 value 454.911769
iter  20 value 430.476523
iter  30 value 408.936416
iter  40 value 390.425149
iter  50 value 378.052288
iter  60 value 369.220305
iter  70 value 366.213157
iter  80 value 364.306777
final  value 364.219423 
converged
# weights:  123 (80 variable)
initial  value 549.306144 
iter  10 value 455.228817
iter  20 value 430.153274
iter  30 value 408.171156
iter  40 value 389.437808
iter  50 value 379.838554
iter  60 value 369.309219
iter  70 value 364.089172
iter  80 value 362.710269
iter  90 value 362.576916
iter  90 value 362.576916
iter  90 value 362.576916
final  value 362.576916 
converged
# weights:  123 (80 variable)
initial  value 549.306144 
iter  10 value 456.176388
iter  20 value 430.892403
iter  30 value 409.399183
iter  40 value 394.080273
iter  50 value 383.263731
iter  60 value 369.332950
iter  70 value 365.059228
iter  80 value 363.365851
iter  90 value 363.247624
iter  90 value 363.247623
iter  90 value 363.247623
final  value 363.247623 
converged
# weights:  123 (80 variable)
initial  value 549.306144 
iter  10 value 456.017363
iter  20 value 428.829074
iter  30 value 407.461096
iter  40 value 390.745320
iter  50 value 379.011077
iter  60 value 365.958070
iter  70 value 363.309105
iter  80 value 362.483117
final  value 362.456435 
converged
# weights:  123 (80 variable)
initial  value 549.306144 
iter  10 value 453.591264
iter  20 value 429.364527
iter  30 value 406.600962
iter  40 value 390.563013
iter  50 value 380.754431
iter  60 value 369.401685
iter  70 value 364.584397
iter  80 value 362.974990
final  value 362.904437 
converged
# weights:  123 (80 variable)
initial  value 549.306144 
iter  10 value 456.396514
iter  20 value 428.955646
iter  30 value 409.210044
iter  40 value 390.373363
iter  50 value 378.930653
iter  60 value 369.838766
iter  70 value 365.890130
iter  80 value 364.541746
final  value 364.477335 
converged
# weights:  123 (80 variable)
initial  value 549.306144 
iter  10 value 455.716555
iter  20 value 429.906366
iter  30 value 407.423191
iter  40 value 389.482564
iter  50 value 379.426853
iter  60 value 368.884480
iter  70 value 364.204345
iter  80 value 362.741258
final  value 362.614808 
converged
# weights:  123 (80 variable)
initial  value 549.306144 
iter  10 value 448.193561
iter  20 value 424.584833
iter  30 value 406.017076
iter  40 value 391.524313
iter  50 value 379.926252
iter  60 value 368.605521
iter  70 value 365.026227
iter  80 value 363.597708
iter  90 value 363.460273
iter  90 value 363.460272
iter  90 value 363.460272
final  value 363.460272 
converged
# weights:  123 (80 variable)
initial  value 549.306144 
iter  10 value 454.657829
iter  20 value 429.509171
iter  30 value 407.595182
iter  40 value 389.815753
iter  50 value 378.768184
iter  60 value 368.067899
iter  70 value 364.057964
iter  80 value 362.468826
final  value 362.391970 
converged
# weights:  123 (80 variable)
initial  value 549.306144 
iter  10 value 456.092912
iter  20 value 433.124522
iter  30 value 414.015924
iter  40 value 397.929110
iter  50 value 387.851153
iter  60 value 379.333466
iter  70 value 376.030863
iter  80 value 374.796118
final  value 374.686320 
converged
# weights:  123 (80 variable)
initial  value 549.306144 
iter  10 value 465.040126
iter  20 value 440.765257
iter  30 value 421.699855
iter  40 value 404.282867
iter  50 value 396.738388
iter  60 value 389.829643
iter  70 value 387.308404
iter  80 value 386.284814
final  value 386.191576 
converged
# weights:  123 (80 variable)
initial  value 549.306144 
iter  10 value 454.577129
iter  20 value 431.259878
iter  30 value 412.587574
iter  40 value 396.721832
iter  50 value 387.223991
iter  60 value 379.147493
iter  70 value 376.664252
iter  80 value 375.249806
final  value 375.136068 
converged
# weights:  123 (80 variable)
initial  value 549.306144 
iter  10 value 458.503692
iter  20 value 435.650840
iter  30 value 414.054779
iter  40 value 398.887404
iter  50 value 388.924909
iter  60 value 380.809428
iter  70 value 377.313834
iter  80 value 375.649078
final  value 375.546332 
converged
# weights:  123 (80 variable)
initial  value 549.306144 
iter  10 value 461.126263
iter  20 value 439.255972
iter  30 value 419.681610
iter  40 value 402.760278
iter  50 value 395.060557
iter  60 value 387.428296
iter  70 value 384.854155
iter  80 value 383.537875
final  value 383.467772 
converged
# weights:  129 (84 variable)
initial  value 549.306144 
iter  10 value 451.749152
iter  20 value 428.629014
iter  30 value 405.539441
iter  40 value 392.530454
iter  50 value 379.464660
iter  60 value 370.644021
iter  70 value 363.809806
iter  80 value 361.772503
iter  90 value 361.504013
final  value 361.498859 
converged
# weights:  129 (84 variable)
initial  value 549.306144 
iter  10 value 449.772546
iter  20 value 428.038028
iter  30 value 404.926755
iter  40 value 390.781771
iter  50 value 379.577545
iter  60 value 370.909266
iter  70 value 363.968522
iter  80 value 361.715641
iter  90 value 361.551616
final  value 361.549283 
converged
# weights:  129 (84 variable)
initial  value 549.306144 
iter  10 value 451.935951
iter  20 value 429.422408
iter  30 value 406.048867
iter  40 value 391.784233
iter  50 value 378.415416
iter  60 value 371.066997
iter  70 value 363.980010
iter  80 value 361.833284
iter  90 value 361.601054
final  value 361.598448 
converged
# weights:  129 (84 variable)
initial  value 549.306144 
iter  10 value 449.392368
iter  20 value 426.963856
iter  30 value 404.753921
iter  40 value 389.688901
iter  50 value 378.504653
iter  60 value 370.927025
iter  70 value 363.949698
iter  80 value 361.913116
iter  90 value 361.816584
final  value 361.815253 
converged
# weights:  129 (84 variable)
initial  value 549.306144 
iter  10 value 453.342371
iter  20 value 429.009680
iter  30 value 405.930880
iter  40 value 390.783057
iter  50 value 377.878114
iter  60 value 369.723777
iter  70 value 363.678990
iter  80 value 361.754176
iter  90 value 361.681197
final  value 361.680047 
converged
# weights:  129 (84 variable)
initial  value 549.306144 
iter  10 value 451.286219
iter  20 value 429.090554
iter  30 value 405.741096
iter  40 value 393.103471
iter  50 value 380.188628
iter  60 value 368.154855
iter  70 value 363.918097
iter  80 value 361.976215
iter  90 value 361.789837
final  value 361.787738 
converged
# weights:  129 (84 variable)
initial  value 549.306144 
iter  10 value 454.684733
iter  20 value 429.940753
iter  30 value 406.243900
iter  40 value 390.015739
iter  50 value 379.662110
iter  60 value 370.483425
iter  70 value 363.696102
iter  80 value 361.606010
iter  90 value 361.464441
final  value 361.462113 
converged
# weights:  129 (84 variable)
initial  value 549.306144 
iter  10 value 452.661875
iter  20 value 427.989947
iter  30 value 406.616426
iter  40 value 387.359501
iter  50 value 377.734281
iter  60 value 369.138318
iter  70 value 363.748182
iter  80 value 361.917586
iter  90 value 361.708152
final  value 361.704363 
converged
# weights:  129 (84 variable)
initial  value 549.306144 
iter  10 value 454.168957
iter  20 value 429.428787
iter  30 value 406.334774
iter  40 value 390.787807
iter  50 value 378.546918
iter  60 value 370.078247
iter  70 value 363.690923
iter  80 value 362.039107
iter  90 value 361.562770
final  value 361.558705 
converged
# weights:  129 (84 variable)
initial  value 549.306144 
iter  10 value 454.409734
iter  20 value 431.129191
iter  30 value 406.313935
iter  40 value 393.043630
iter  50 value 380.752197
iter  60 value 369.056030
iter  70 value 364.044631
iter  80 value 361.802651
iter  90 value 361.539846
final  value 361.530510 
converged
# weights:  123 (80 variable)
initial  value 549.306144 
iter  10 value 456.182606
iter  20 value 429.508349
iter  30 value 407.113457
iter  40 value 389.072740
iter  50 value 378.933039
iter  60 value 368.905262
iter  70 value 363.831976
iter  80 value 362.357036
final  value 362.266176 
converged
# weights:  120 (78 variable)
initial  value 549.306144 
iter  10 value 455.489252
iter  20 value 425.710715
iter  30 value 406.220340
iter  40 value 390.077636
iter  50 value 379.110026
iter  60 value 369.910703
iter  70 value 364.411298
iter  80 value 363.782512
final  value 363.747368 
converged
# weights:  120 (78 variable)
initial  value 549.306144 
iter  10 value 459.164908
iter  20 value 429.945962
iter  30 value 408.028256
iter  40 value 388.314223
iter  50 value 377.601075
iter  60 value 369.272809
iter  70 value 364.558781
iter  80 value 363.834529
final  value 363.800088 
converged
# weights:  120 (78 variable)
initial  value 549.306144 
iter  10 value 452.209082
iter  20 value 424.867771
iter  30 value 406.510677
iter  40 value 386.013769
iter  50 value 376.880190
iter  60 value 367.633225
iter  70 value 363.908481
iter  80 value 362.755428
final  value 362.715435 
converged
# weights:  120 (78 variable)
initial  value 549.306144 
iter  10 value 459.295525
iter  20 value 430.016408
iter  30 value 409.354077
iter  40 value 390.152746
iter  50 value 378.672899
iter  60 value 368.406696
iter  70 value 363.783463
iter  80 value 363.058416
final  value 362.984932 
converged
# weights:  120 (78 variable)
initial  value 549.306144 
iter  10 value 455.747131
iter  20 value 427.938927
iter  30 value 406.851114
iter  40 value 387.399790
iter  50 value 377.844621
iter  60 value 369.734233
iter  70 value 365.563145
iter  80 value 365.118945
final  value 365.082864 
converged
# weights:  120 (78 variable)
initial  value 549.306144 
iter  10 value 461.761110
iter  20 value 431.290896
iter  30 value 408.883694
iter  40 value 387.001139
iter  50 value 376.976892
iter  60 value 367.964627
iter  70 value 363.641416
iter  80 value 362.821460
final  value 362.795666 
converged
# weights:  120 (78 variable)
initial  value 549.306144 
iter  10 value 456.047011
iter  20 value 428.854501
iter  30 value 410.243807
iter  40 value 386.691978
iter  50 value 376.881430
iter  60 value 371.006855
iter  70 value 366.411874
iter  80 value 365.811203
final  value 365.729084 
converged
# weights:  120 (78 variable)
initial  value 549.306144 
iter  10 value 455.854173
iter  20 value 428.264892
iter  30 value 406.659480
iter  40 value 385.873360
iter  50 value 376.246043
iter  60 value 368.515455
iter  70 value 363.952835
iter  80 value 363.490073
final  value 363.444924 
converged
# weights:  120 (78 variable)
initial  value 549.306144 
iter  10 value 457.111836
iter  20 value 430.198922
iter  30 value 409.316043
iter  40 value 387.313639
iter  50 value 377.339174
iter  60 value 369.185346
iter  70 value 365.078254
iter  80 value 364.167424
final  value 364.086342 
converged
# weights:  120 (78 variable)
initial  value 549.306144 
iter  10 value 457.377967
iter  20 value 428.245819
iter  30 value 407.924246
iter  40 value 389.962822
iter  50 value 377.035956
iter  60 value 368.258096
iter  70 value 363.499182
iter  80 value 362.839509
final  value 362.821754 
converged
# weights:  120 (78 variable)
initial  value 549.306144 
iter  10 value 457.107606
iter  20 value 427.356127
iter  30 value 408.526968
iter  40 value 386.531167
iter  50 value 377.969567
iter  60 value 369.386389
iter  70 value 364.844772
iter  80 value 364.246975
final  value 364.150861 
converged
# weights:  120 (78 variable)
initial  value 549.306144 
iter  10 value 455.319062
iter  20 value 427.119743
iter  30 value 408.040200
iter  40 value 387.950366
iter  50 value 376.395940
iter  60 value 369.126576
iter  70 value 365.110487
iter  80 value 364.094353
final  value 363.998648 
converged
# weights:  120 (78 variable)
initial  value 549.306144 
iter  10 value 456.155296
iter  20 value 430.130061
iter  30 value 408.654072
iter  40 value 390.169922
iter  50 value 379.311337
iter  60 value 371.145333
iter  70 value 367.003813
iter  80 value 365.728069
final  value 365.678636 
converged
# weights:  120 (78 variable)
initial  value 549.306144 
iter  10 value 456.278272
iter  20 value 428.686299
iter  30 value 408.065745
iter  40 value 388.655085
iter  50 value 377.921623
iter  60 value 368.596051
iter  70 value 364.341501
iter  80 value 363.160049
final  value 363.126352 
converged
# weights:  120 (78 variable)
initial  value 549.306144 
iter  10 value 447.598022
iter  20 value 421.866922
iter  30 value 404.466484
iter  40 value 386.439809
iter  50 value 376.736074
iter  60 value 369.055540
iter  70 value 364.727599
iter  80 value 364.080047
final  value 364.052261 
converged
# weights:  120 (78 variable)
initial  value 549.306144 
iter  10 value 457.457476
iter  20 value 430.349303
iter  30 value 408.859325
iter  40 value 388.717342
iter  50 value 378.123534
iter  60 value 370.576873
iter  70 value 365.077187
iter  80 value 364.374425
final  value 364.358656 
converged
# weights:  120 (78 variable)
initial  value 549.306144 
iter  10 value 456.285456
iter  20 value 429.959573
iter  30 value 407.840902
iter  40 value 392.235409
iter  50 value 382.611745
iter  60 value 368.948098
iter  70 value 364.066589
iter  80 value 363.175507
final  value 363.117430 
converged
# weights:  120 (78 variable)
initial  value 549.306144 
iter  10 value 456.328005
iter  20 value 429.700802
iter  30 value 407.665183
iter  40 value 388.924622
iter  50 value 378.249848
iter  60 value 368.266228
iter  70 value 363.746467
iter  80 value 362.839946
final  value 362.813207 
converged
# weights:  120 (78 variable)
initial  value 549.306144 
iter  10 value 457.298605
iter  20 value 430.450904
iter  30 value 409.169292
iter  40 value 389.502341
iter  50 value 380.377838
iter  60 value 369.425193
iter  70 value 364.748143
iter  80 value 364.057935
final  value 363.975061 
converged
# weights:  120 (78 variable)
initial  value 549.306144 
iter  10 value 456.827997
iter  20 value 429.950602
iter  30 value 409.644624
iter  40 value 387.830107
iter  50 value 381.578708
iter  60 value 373.518811
iter  70 value 368.233200
iter  80 value 367.831512
final  value 367.778887 
converged
# weights:  120 (78 variable)
initial  value 549.306144 
iter  10 value 452.824791
iter  20 value 423.673052
iter  30 value 405.592227
iter  40 value 384.363855
iter  50 value 375.083485
iter  60 value 367.081724
iter  70 value 364.320985
iter  80 value 363.468274
final  value 363.428588 
converged
# weights:  120 (78 variable)
initial  value 549.306144 
iter  10 value 457.585268
iter  20 value 437.917043
iter  30 value 406.498696
iter  40 value 397.881997
iter  50 value 385.026065
iter  60 value 376.639520
iter  70 value 372.565963
iter  80 value 371.415647
final  value 371.369329 
converged
# weights:  120 (78 variable)
initial  value 549.306144 
iter  10 value 456.174675
iter  20 value 429.935598
iter  30 value 408.447676
iter  40 value 390.869742
iter  50 value 380.852398
iter  60 value 369.267565
iter  70 value 364.101425
iter  80 value 363.312558
final  value 363.245895 
converged
# weights:  120 (78 variable)
initial  value 549.306144 
iter  10 value 456.436748
iter  20 value 429.497147
iter  30 value 407.614609
iter  40 value 388.641855
iter  50 value 379.754909
iter  60 value 368.644436
iter  70 value 363.923767
iter  80 value 362.828620
final  value 362.760057 
converged
# weights:  120 (78 variable)
initial  value 549.306144 
iter  10 value 452.698066
iter  20 value 426.732430
iter  30 value 407.105959
iter  40 value 391.806494
iter  50 value 376.792733
iter  60 value 368.859494
iter  70 value 364.379448
iter  80 value 363.701293
final  value 363.652897 
converged
# weights:  120 (78 variable)
initial  value 549.306144 
iter  10 value 456.455615
iter  20 value 430.185686
iter  30 value 408.958305
iter  40 value 389.699011
iter  50 value 378.271524
iter  60 value 368.209061
iter  70 value 365.796903
iter  80 value 364.704599
final  value 364.649772 
converged
# weights:  120 (78 variable)
initial  value 549.306144 
iter  10 value 451.634017
iter  20 value 424.395105
iter  30 value 404.644382
iter  40 value 384.554677
iter  50 value 377.454893
iter  60 value 369.326716
iter  70 value 363.786607
iter  80 value 363.165648
final  value 363.074152 
converged
# weights:  120 (78 variable)
initial  value 549.306144 
iter  10 value 458.130494
iter  20 value 431.138905
iter  30 value 410.051197
iter  40 value 394.980690
iter  50 value 380.770422
iter  60 value 368.776967
iter  70 value 364.992029
iter  80 value 363.726012
final  value 363.581539 
converged
# weights:  120 (78 variable)
initial  value 549.306144 
iter  10 value 457.379055
iter  20 value 428.526683
iter  30 value 407.576876
iter  40 value 389.206945
iter  50 value 378.788573
iter  60 value 365.777279
iter  70 value 363.709608
iter  80 value 362.892781
final  value 362.847424 
converged
# weights:  120 (78 variable)
initial  value 549.306144 
iter  10 value 455.105321
iter  20 value 429.349653
iter  30 value 407.338818
iter  40 value 388.833103
iter  50 value 378.823457
iter  60 value 368.760449
iter  70 value 364.649222
iter  80 value 363.393643
final  value 363.367753 
converged
# weights:  120 (78 variable)
initial  value 549.306144 
iter  10 value 453.728147
iter  20 value 425.280527
iter  30 value 407.614055
iter  40 value 387.928911
iter  50 value 376.594221
iter  60 value 369.452301
iter  70 value 366.076293
iter  80 value 365.117374
final  value 365.074576 
converged
# weights:  120 (78 variable)
initial  value 549.306144 
iter  10 value 452.351570
iter  20 value 424.647506
iter  30 value 405.553302
iter  40 value 385.600181
iter  50 value 375.725719
iter  60 value 366.751709
iter  70 value 363.970375
iter  80 value 363.161706
final  value 363.044566 
converged
# weights:  120 (78 variable)
initial  value 549.306144 
iter  10 value 449.520064
iter  20 value 424.576084
iter  30 value 406.131564
iter  40 value 388.134494
iter  50 value 376.890350
iter  60 value 368.415660
iter  70 value 364.463484
iter  80 value 363.898352
final  value 363.868104 
converged
# weights:  120 (78 variable)
initial  value 549.306144 
iter  10 value 451.501603
iter  20 value 424.724932
iter  30 value 405.547237
iter  40 value 385.384505
iter  50 value 376.134390
iter  60 value 368.972658
iter  70 value 363.489817
iter  80 value 362.848825
final  value 362.798791 
converged
# weights:  120 (78 variable)
initial  value 549.306144 
iter  10 value 458.033104
iter  20 value 433.407353
iter  30 value 415.338577
iter  40 value 399.110002
iter  50 value 389.370365
iter  60 value 380.831284
iter  70 value 376.242616
iter  80 value 375.325400
final  value 375.294506 
converged
# weights:  120 (78 variable)
initial  value 549.306144 
iter  10 value 466.351675
iter  20 value 440.316676
iter  30 value 422.372722
iter  40 value 406.208567
iter  50 value 398.066197
iter  60 value 390.406018
iter  70 value 387.445435
iter  80 value 386.865335
final  value 386.850146 
converged
# weights:  120 (78 variable)
initial  value 549.306144 
iter  10 value 458.855717
iter  20 value 433.519225
iter  30 value 414.208405
iter  40 value 395.247010
iter  50 value 387.955902
iter  60 value 379.816072
iter  70 value 376.211718
iter  80 value 375.680236
final  value 375.669755 
converged
# weights:  120 (78 variable)
initial  value 549.306144 
iter  10 value 459.692972
iter  20 value 435.215879
iter  30 value 414.934156
iter  40 value 399.658962
iter  50 value 390.996014
iter  60 value 380.212930
iter  70 value 376.901045
iter  80 value 376.085725
final  value 376.032445 
converged
# weights:  120 (78 variable)
initial  value 549.306144 
iter  10 value 462.300872
iter  20 value 438.661999
iter  30 value 419.866918
iter  40 value 402.684552
iter  50 value 393.942479
iter  60 value 387.751360
iter  70 value 384.750810
iter  80 value 383.819004
final  value 383.711759 
converged
# weights:  126 (82 variable)
initial  value 549.306144 
iter  10 value 453.017853
iter  20 value 428.585969
iter  30 value 405.639408
iter  40 value 391.469008
iter  50 value 379.683884
iter  60 value 369.181053
iter  70 value 364.877837
iter  80 value 362.152883
iter  90 value 361.901147
final  value 361.901061 
converged
# weights:  126 (82 variable)
initial  value 549.306144 
iter  10 value 445.712882
iter  20 value 422.791737
iter  30 value 401.843669
iter  40 value 385.788039
iter  50 value 377.891974
iter  60 value 368.252400
iter  70 value 363.880739
iter  80 value 362.220905
iter  90 value 362.006937
final  value 362.006863 
converged
# weights:  126 (82 variable)
initial  value 549.306144 
iter  10 value 452.880508
iter  20 value 429.375223
iter  30 value 406.275775
iter  40 value 391.309400
iter  50 value 382.443948
iter  60 value 369.771511
iter  70 value 364.525798
iter  80 value 362.794182
iter  90 value 362.023315
final  value 362.022934 
converged
# weights:  126 (82 variable)
initial  value 549.306144 
iter  10 value 450.810171
iter  20 value 427.110205
iter  30 value 405.082088
iter  40 value 389.594681
iter  50 value 379.864823
iter  60 value 369.755303
iter  70 value 365.774645
iter  80 value 362.341377
iter  90 value 362.255845
final  value 362.255828 
converged
# weights:  126 (82 variable)
initial  value 549.306144 
iter  10 value 454.605808
iter  20 value 428.855788
iter  30 value 406.256624
iter  40 value 392.782610
iter  50 value 381.558027
iter  60 value 369.403756
iter  70 value 364.254704
iter  80 value 362.365233
iter  90 value 362.121976
final  value 362.121935 
converged
# weights:  126 (82 variable)
initial  value 549.306144 
iter  10 value 452.488841
iter  20 value 428.752152
iter  30 value 406.063070
iter  40 value 393.098483
iter  50 value 382.607980
iter  60 value 369.818593
iter  70 value 363.625725
iter  80 value 362.540337
iter  90 value 362.229393
final  value 362.229195 
converged
# weights:  126 (82 variable)
initial  value 549.306144 
iter  10 value 454.666951
iter  20 value 429.867425
iter  30 value 407.003895
iter  40 value 390.177184
iter  50 value 378.868294
iter  60 value 369.513632
iter  70 value 364.518073
iter  80 value 362.016546
iter  90 value 361.825353
final  value 361.825278 
converged
# weights:  126 (82 variable)
initial  value 549.306144 
iter  10 value 456.102799
iter  20 value 429.412399
iter  30 value 406.534864
iter  40 value 389.431013
iter  50 value 378.754843
iter  60 value 369.040899
iter  70 value 363.887886
iter  80 value 362.058230
iter  90 value 361.924545
final  value 361.924505 
converged
# weights:  126 (82 variable)
initial  value 549.306144 
iter  10 value 454.455676
iter  20 value 428.165692
iter  30 value 406.930445
iter  40 value 387.391469
iter  50 value 378.150616
iter  60 value 368.295472
iter  70 value 364.103113
iter  80 value 362.281582
iter  90 value 362.166880
final  value 362.166826 
converged
# weights:  126 (82 variable)
initial  value 549.306144 
iter  10 value 455.560622
iter  20 value 428.966000
iter  30 value 407.277353
iter  40 value 392.128368
iter  50 value 381.966274
iter  60 value 368.513787
iter  70 value 364.100952
iter  80 value 362.269976
iter  90 value 361.993890
final  value 361.993836 
converged
# weights:  126 (82 variable)
initial  value 549.306144 
iter  10 value 456.036388
iter  20 value 430.969310
iter  30 value 406.490521
iter  40 value 392.629028
iter  50 value 379.943067
iter  60 value 368.695502
iter  70 value 364.238115
iter  80 value 362.314052
iter  90 value 361.972503
final  value 361.972396 
converged
# weights:  120 (78 variable)
initial  value 549.306144 
iter  10 value 452.209082
iter  20 value 424.867771
iter  30 value 406.510677
iter  40 value 386.013769
iter  50 value 376.880190
iter  60 value 367.633225
iter  70 value 363.908481
iter  80 value 362.755428
final  value 362.715435 
converged
# weights:  117 (76 variable)
initial  value 549.306144 
iter  10 value 456.651265
iter  20 value 425.231767
iter  30 value 407.457360
iter  40 value 387.704924
iter  50 value 377.571350
iter  60 value 369.390484
iter  70 value 365.029880
iter  80 value 364.361009
final  value 364.206336 
converged
# weights:  117 (76 variable)
initial  value 549.306144 
iter  10 value 456.036444
iter  20 value 425.316930
iter  30 value 407.616519
iter  40 value 383.490852
iter  50 value 377.563292
iter  60 value 368.983293
iter  70 value 364.638214
iter  80 value 364.274056
final  value 364.265451 
converged
# weights:  117 (76 variable)
initial  value 549.306144 
iter  10 value 456.215290
iter  20 value 425.747499
iter  30 value 408.283099
iter  40 value 384.429093
iter  50 value 377.860354
iter  60 value 368.741023
iter  70 value 363.836875
iter  80 value 363.467064
final  value 363.441867 
converged
# weights:  117 (76 variable)
initial  value 549.306144 
iter  10 value 451.911587
iter  20 value 422.893002
iter  30 value 405.604701
iter  40 value 386.106685
iter  50 value 378.480507
iter  60 value 369.970490
iter  70 value 365.994274
iter  80 value 365.536068
final  value 365.507426 
converged
# weights:  117 (76 variable)
initial  value 549.306144 
iter  10 value 459.003434
iter  20 value 427.035506
iter  30 value 408.167067
iter  40 value 383.755748
iter  50 value 375.554441
iter  60 value 368.252320
iter  70 value 364.244589
iter  80 value 363.311846
final  value 363.281590 
converged
# weights:  117 (76 variable)
initial  value 549.306144 
iter  10 value 457.132427
iter  20 value 427.861621
iter  30 value 410.996690
iter  40 value 385.832816
iter  50 value 377.612309
iter  60 value 368.822783
iter  70 value 366.790443
iter  80 value 366.206610
final  value 366.154787 
converged
# weights:  117 (76 variable)
initial  value 549.306144 
iter  10 value 452.770093
iter  20 value 423.887384
iter  30 value 405.813468
iter  40 value 388.038985
iter  50 value 379.210641
iter  60 value 368.972534
iter  70 value 364.692449
iter  80 value 364.028077
final  value 363.870072 
converged
# weights:  117 (76 variable)
initial  value 549.306144 
iter  10 value 453.814412
iter  20 value 425.573040
iter  30 value 407.687389
iter  40 value 386.434570
iter  50 value 378.055398
iter  60 value 369.052959
iter  70 value 365.247189
iter  80 value 364.568488
final  value 364.523702 
converged
# weights:  117 (76 variable)
initial  value 549.306144 
iter  10 value 453.772989
iter  20 value 423.349522
iter  30 value 406.577357
iter  40 value 386.581916
iter  50 value 377.670153
iter  60 value 368.410371
iter  70 value 363.796252
iter  80 value 363.296701
final  value 363.261814 
converged
# weights:  117 (76 variable)
initial  value 549.306144 
iter  10 value 457.484014
iter  20 value 427.308496
iter  30 value 410.464556
iter  40 value 386.067476
iter  50 value 376.728124
iter  60 value 369.380993
iter  70 value 365.061320
iter  80 value 364.793645
final  value 364.674320 
converged
# weights:  117 (76 variable)
initial  value 549.306144 
iter  10 value 453.739421
iter  20 value 424.723662
iter  30 value 408.742763
iter  40 value 387.809334
iter  50 value 378.426932
iter  60 value 369.366960
iter  70 value 365.093136
iter  80 value 364.515400
final  value 364.492261 
converged
# weights:  117 (76 variable)
initial  value 549.306144 
iter  10 value 453.326682
iter  20 value 425.259082
iter  30 value 408.410290
iter  40 value 389.941795
iter  50 value 378.224465
iter  60 value 370.678629
iter  70 value 366.753212
iter  80 value 366.291086
final  value 366.259829 
converged
# weights:  117 (76 variable)
initial  value 549.306144 
iter  10 value 452.623598
iter  20 value 423.582063
iter  30 value 406.216681
iter  40 value 384.942682
iter  50 value 375.968307
iter  60 value 368.344157
iter  70 value 364.322137
iter  80 value 363.630839
final  value 363.584008 
converged
# weights:  117 (76 variable)
initial  value 549.306144 
iter  10 value 449.147159
iter  20 value 422.085697
iter  30 value 405.671853
iter  40 value 386.207326
iter  50 value 375.040923
iter  60 value 369.393300
iter  70 value 365.127361
iter  80 value 364.481337
final  value 364.434526 
converged
# weights:  117 (76 variable)
initial  value 549.306144 
iter  10 value 454.581619
iter  20 value 425.868990
iter  30 value 408.021864
iter  40 value 385.197152
iter  50 value 376.731707
iter  60 value 370.256764
iter  70 value 365.409169
iter  80 value 364.881699
final  value 364.820888 
converged
# weights:  117 (76 variable)
initial  value 549.306144 
iter  10 value 452.508035
iter  20 value 425.226977
iter  30 value 407.746642
iter  40 value 386.642059
iter  50 value 378.956693
iter  60 value 369.479106
iter  70 value 364.229177
iter  80 value 363.625194
final  value 363.592572 
converged
# weights:  117 (76 variable)
initial  value 549.306144 
iter  10 value 451.971932
iter  20 value 424.458145
iter  30 value 406.415568
iter  40 value 389.588177
iter  50 value 374.578404
iter  60 value 367.663458
iter  70 value 364.617517
iter  80 value 363.328478
final  value 363.211359 
converged
# weights:  117 (76 variable)
initial  value 549.306144 
iter  10 value 454.529505
iter  20 value 426.140084
iter  30 value 408.083965
iter  40 value 387.127572
iter  50 value 377.085336
iter  60 value 369.031651
iter  70 value 365.070941
iter  80 value 364.609646
final  value 364.581439 
converged
# weights:  117 (76 variable)
initial  value 549.306144 
iter  10 value 452.702526
iter  20 value 425.537071
iter  30 value 409.639203
iter  40 value 386.652299
iter  50 value 379.790930
iter  60 value 373.636275
iter  70 value 368.779195
iter  80 value 368.137649
final  value 368.084599 
converged
# weights:  117 (76 variable)
initial  value 549.306144 
iter  10 value 453.299219
iter  20 value 423.737353
iter  30 value 406.555416
iter  40 value 386.233381
iter  50 value 376.679453
iter  60 value 368.033262
iter  70 value 365.323366
iter  80 value 363.961617
final  value 363.825917 
converged
# weights:  117 (76 variable)
initial  value 549.306144 
iter  10 value 453.585225
iter  20 value 433.281935
iter  30 value 406.656816
iter  40 value 392.096754
iter  50 value 383.949769
iter  60 value 374.692706
iter  70 value 372.516707
iter  80 value 371.830797
final  value 371.806541 
converged
# weights:  117 (76 variable)
initial  value 549.306144 
iter  10 value 452.874881
iter  20 value 424.730082
iter  30 value 406.709521
iter  40 value 385.850073
iter  50 value 378.442871
iter  60 value 369.180371
iter  70 value 364.179509
iter  80 value 363.707041
final  value 363.665699 
converged
# weights:  117 (76 variable)
initial  value 549.306144 
iter  10 value 452.636690
iter  20 value 424.762540
iter  30 value 406.413793
iter  40 value 384.175535
iter  50 value 375.753818
iter  60 value 369.285746
iter  70 value 363.741257
iter  80 value 363.169333
final  value 363.140167 
converged
# weights:  117 (76 variable)
initial  value 549.306144 
iter  10 value 451.922028
iter  20 value 424.044947
iter  30 value 406.735672
iter  40 value 385.808790
iter  50 value 375.641794
iter  60 value 368.519354
iter  70 value 364.438000
iter  80 value 364.107233
final  value 364.055459 
converged
# weights:  117 (76 variable)
initial  value 549.306144 
iter  10 value 454.099989
iter  20 value 426.256964
iter  30 value 408.333079
iter  40 value 392.247974
iter  50 value 379.192172
iter  60 value 370.773393
iter  70 value 366.106028
iter  80 value 365.339356
final  value 365.288793 
converged
# weights:  117 (76 variable)
initial  value 549.306144 
iter  10 value 452.202400
iter  20 value 424.508281
iter  30 value 406.775228
iter  40 value 385.557761
iter  50 value 373.095771
iter  60 value 368.154420
iter  70 value 364.002682
iter  80 value 363.555029
final  value 363.524479 
converged
# weights:  117 (76 variable)
initial  value 549.306144 
iter  10 value 459.333905
iter  20 value 430.353945
iter  30 value 411.071975
iter  40 value 388.134807
iter  50 value 375.996203
iter  60 value 369.890941
iter  70 value 364.783135
iter  80 value 364.119035
final  value 364.023357 
converged
# weights:  117 (76 variable)
initial  value 549.306144 
iter  10 value 453.385867
iter  20 value 423.532697
iter  30 value 407.103656
iter  40 value 386.629607
iter  50 value 375.868703
iter  60 value 366.186787
iter  70 value 363.736448
iter  80 value 363.346642
final  value 363.334641 
converged
# weights:  117 (76 variable)
initial  value 549.306144 
iter  10 value 451.296135
iter  20 value 424.456021
iter  30 value 406.418331
iter  40 value 385.415250
iter  50 value 375.093944
iter  60 value 368.735439
iter  70 value 364.347044
iter  80 value 363.838935
final  value 363.804448 
converged
# weights:  117 (76 variable)
initial  value 549.306144 
iter  10 value 454.208790
iter  20 value 425.396653
iter  30 value 409.188671
iter  40 value 386.972642
iter  50 value 377.511773
iter  60 value 369.012401
iter  70 value 365.988657
iter  80 value 365.383273
final  value 365.359602 
converged
# weights:  117 (76 variable)
initial  value 549.306144 
iter  10 value 452.999181
iter  20 value 424.652724
iter  30 value 406.758973
iter  40 value 384.870812
iter  50 value 373.945643
iter  60 value 368.454744
iter  70 value 363.939642
iter  80 value 363.512448
final  value 363.474611 
converged
# weights:  117 (76 variable)
initial  value 549.306144 
iter  10 value 451.804604
iter  20 value 424.836414
iter  30 value 407.552212
iter  40 value 385.452445
iter  50 value 373.851084
iter  60 value 368.060262
iter  70 value 364.668600
iter  80 value 364.354455
final  value 364.335776 
converged
# weights:  117 (76 variable)
initial  value 549.306144 
iter  10 value 452.055042
iter  20 value 424.623686
iter  30 value 407.016559
iter  40 value 383.397990
iter  50 value 375.567914
iter  60 value 368.641371
iter  70 value 363.717450
iter  80 value 363.324195
final  value 363.301898 
converged
# weights:  117 (76 variable)
initial  value 549.306144 
iter  10 value 457.235972
iter  20 value 431.337963
iter  30 value 414.862526
iter  40 value 396.720942
iter  50 value 390.651875
iter  60 value 380.495298
iter  70 value 376.265595
iter  80 value 375.755935
final  value 375.690005 
converged
# weights:  117 (76 variable)
initial  value 549.306144 
iter  10 value 464.112294
iter  20 value 437.086057
iter  30 value 421.979322
iter  40 value 402.451912
iter  50 value 398.360290
iter  60 value 390.914425
iter  70 value 387.742587
iter  80 value 387.333349
final  value 387.314881 
converged
# weights:  117 (76 variable)
initial  value 549.306144 
iter  10 value 460.161495
iter  20 value 433.226115
iter  30 value 415.910346
iter  40 value 393.837095
iter  50 value 385.467650
iter  60 value 379.968054
iter  70 value 377.154082
iter  80 value 376.489342
final  value 376.405323 
converged
# weights:  117 (76 variable)
initial  value 549.306144 
iter  10 value 456.733369
iter  20 value 431.279402
iter  30 value 414.441680
iter  40 value 394.001139
iter  50 value 388.590411
iter  60 value 380.943146
iter  70 value 377.151154
iter  80 value 376.772073
final  value 376.645255 
converged
# weights:  117 (76 variable)
initial  value 549.306144 
iter  10 value 463.123311
iter  20 value 438.590279
iter  30 value 421.845921
iter  40 value 400.100072
iter  50 value 392.974843
iter  60 value 387.589155
iter  70 value 384.461648
iter  80 value 384.135647
final  value 384.123150 
converged
# weights:  123 (80 variable)
initial  value 549.306144 
iter  10 value 449.149205
iter  20 value 423.587459
iter  30 value 404.446772
iter  40 value 384.578294
iter  50 value 376.303134
iter  60 value 368.086141
iter  70 value 364.324971
iter  80 value 362.383658
final  value 362.264926 
converged
# weights:  123 (80 variable)
initial  value 549.306144 
iter  10 value 456.182606
iter  20 value 429.508349
iter  30 value 407.113457
iter  40 value 389.072740
iter  50 value 378.933039
iter  60 value 368.905262
iter  70 value 363.831976
iter  80 value 362.357036
final  value 362.266176 
converged
# weights:  123 (80 variable)
initial  value 549.306144 
iter  10 value 446.330525
iter  20 value 422.977733
iter  30 value 403.840979
iter  40 value 384.359638
iter  50 value 377.034878
iter  60 value 368.008693
iter  70 value 363.962817
iter  80 value 362.515946
final  value 362.468366 
converged
# weights:  123 (80 variable)
initial  value 549.306144 
iter  10 value 449.552537
iter  20 value 425.045045
iter  30 value 404.912948
iter  40 value 385.528835
iter  50 value 375.133237
iter  60 value 367.901270
iter  70 value 363.937336
iter  80 value 362.592075
iter  90 value 362.478877
iter  90 value 362.478876
iter  90 value 362.478876
final  value 362.478876 
converged
# weights:  123 (80 variable)
initial  value 549.306144 
iter  10 value 446.151823
iter  20 value 421.635424
iter  30 value 403.568350
iter  40 value 385.153064
iter  50 value 376.136773
iter  60 value 367.874194
iter  70 value 364.194592
iter  80 value 362.780201
final  value 362.698803 
converged
# weights:  123 (80 variable)
initial  value 549.306144 
iter  10 value 450.618661
iter  20 value 424.296713
iter  30 value 405.305115
iter  40 value 386.192814
iter  50 value 376.574875
iter  60 value 368.425593
iter  70 value 364.154978
iter  80 value 362.684199
final  value 362.552014 
converged
# weights:  123 (80 variable)
initial  value 549.306144 
iter  10 value 448.010080
iter  20 value 423.319319
iter  30 value 404.007035
iter  40 value 383.967905
iter  50 value 375.097542
iter  60 value 368.115763
iter  70 value 364.234680
iter  80 value 362.831336
iter  90 value 362.665278
iter  90 value 362.665277
iter  90 value 362.665277
final  value 362.665277 
converged
# weights:  123 (80 variable)
initial  value 549.306144 
iter  10 value 450.723397
iter  20 value 425.000977
iter  30 value 405.990539
iter  40 value 384.667272
iter  50 value 376.287562
iter  60 value 368.008519
iter  70 value 363.698530
iter  80 value 362.430750
iter  90 value 362.313344
iter  90 value 362.313344
iter  90 value 362.313344
final  value 362.313344 
converged
# weights:  123 (80 variable)
initial  value 549.306144 
iter  10 value 452.490553
iter  20 value 425.046301
iter  30 value 406.108950
iter  40 value 385.469765
iter  50 value 379.088135
iter  60 value 368.416004
iter  70 value 363.970673
iter  80 value 362.485738
final  value 362.365337 
converged
# weights:  123 (80 variable)
initial  value 549.306144 
iter  10 value 452.672201
iter  20 value 425.379639
iter  30 value 406.103851
iter  40 value 385.223777
iter  50 value 376.338128
iter  60 value 368.701478
iter  70 value 364.400143
iter  80 value 362.849003
iter  90 value 362.617641
iter  90 value 362.617640
iter  90 value 362.617640
final  value 362.617640 
converged
# weights:  123 (80 variable)
initial  value 549.306144 
iter  10 value 456.891972
iter  20 value 429.676543
iter  30 value 408.486598
iter  40 value 386.087536
iter  50 value 376.099595
iter  60 value 367.964029
iter  70 value 364.029290
iter  80 value 362.611598
iter  90 value 362.478008
iter  90 value 362.478007
iter  90 value 362.478007
final  value 362.478007 
converged
# weights:  123 (80 variable)
initial  value 549.306144 
iter  10 value 451.656616
iter  20 value 425.673764
iter  30 value 405.577949
iter  40 value 385.906283
iter  50 value 378.247239
iter  60 value 368.208426
iter  70 value 364.185637
iter  80 value 362.533258
iter  90 value 362.422164
iter  90 value 362.422163
iter  90 value 362.422163
final  value 362.422163 
converged
# weights:  117 (76 variable)
initial  value 549.306144 
iter  10 value 452.636690
iter  20 value 424.762540
iter  30 value 406.413793
iter  40 value 384.175535
iter  50 value 375.753818
iter  60 value 369.285746
iter  70 value 363.741257
iter  80 value 363.169333
final  value 363.140167 
converged
# weights:  114 (74 variable)
initial  value 549.306144 
iter  10 value 457.172271
iter  20 value 425.165505
iter  30 value 407.127339
iter  40 value 386.130156
iter  50 value 376.325868
iter  60 value 369.242611
iter  70 value 365.149676
iter  80 value 364.690156
final  value 364.689313 
converged
# weights:  114 (74 variable)
initial  value 549.306144 
iter  10 value 456.583262
iter  20 value 424.668654
iter  30 value 407.251851
iter  40 value 391.156435
iter  50 value 379.692199
iter  60 value 369.416634
iter  70 value 365.213811
iter  80 value 364.652821
final  value 364.650736 
converged
# weights:  114 (74 variable)
initial  value 549.306144 
iter  10 value 456.583663
iter  20 value 425.132644
iter  30 value 407.577125
iter  40 value 383.958670
iter  50 value 376.970850
iter  60 value 369.084873
iter  70 value 364.352516
iter  80 value 363.851265
final  value 363.849708 
converged
# weights:  114 (74 variable)
initial  value 549.306144 
iter  10 value 452.353627
iter  20 value 422.698308
iter  30 value 405.318687
iter  40 value 384.393307
iter  50 value 377.170775
iter  60 value 369.719713
iter  70 value 366.207533
iter  80 value 365.700957
final  value 365.700083 
converged
# weights:  114 (74 variable)
initial  value 549.306144 
iter  10 value 459.531540
iter  20 value 426.725683
iter  30 value 408.193735
iter  40 value 388.708202
iter  50 value 376.972594
iter  60 value 368.770259
iter  70 value 364.518452
iter  80 value 363.719564
final  value 363.718094 
converged
# weights:  114 (74 variable)
initial  value 549.306144 
iter  10 value 457.327016
iter  20 value 427.633098
iter  30 value 409.914294
iter  40 value 386.978873
iter  50 value 377.305862
iter  60 value 370.106535
iter  70 value 367.520393
iter  80 value 366.641985
final  value 366.638775 
converged
# weights:  114 (74 variable)
initial  value 549.306144 
iter  10 value 453.138356
iter  20 value 423.707737
iter  30 value 405.637453
iter  40 value 387.475541
iter  50 value 378.312717
iter  60 value 368.745006
iter  70 value 365.115359
iter  80 value 364.245905
final  value 364.244397 
converged
# weights:  114 (74 variable)
initial  value 549.306144 
iter  10 value 454.170931
iter  20 value 425.219816
iter  30 value 407.085290
iter  40 value 383.747857
iter  50 value 377.250270
iter  60 value 369.557353
iter  70 value 365.493884
iter  80 value 364.972959
final  value 364.971329 
converged
# weights:  114 (74 variable)
initial  value 549.306144 
iter  10 value 454.219187
iter  20 value 423.455267
iter  30 value 407.193857
iter  40 value 384.607202
iter  50 value 376.325541
iter  60 value 368.677573
iter  70 value 364.067757
iter  80 value 363.708426
final  value 363.707804 
converged
# weights:  114 (74 variable)
initial  value 549.306144 
iter  10 value 457.861462
iter  20 value 426.806868
iter  30 value 409.037065
iter  40 value 385.293472
iter  50 value 375.421214
iter  60 value 368.828899
iter  70 value 365.648980
iter  80 value 365.016128
final  value 365.014633 
converged
# weights:  114 (74 variable)
initial  value 549.306144 
iter  10 value 454.172062
iter  20 value 424.543159
iter  30 value 407.631514
iter  40 value 386.702932
iter  50 value 377.168279
iter  60 value 370.581497
iter  70 value 365.479825
iter  80 value 364.923821
final  value 364.922134 
converged
# weights:  114 (74 variable)
initial  value 549.306144 
iter  10 value 453.743734
iter  20 value 425.599971
iter  30 value 409.281490
iter  40 value 386.901308
iter  50 value 377.532920
iter  60 value 370.461403
iter  70 value 366.988823
iter  80 value 366.634417
final  value 366.633585 
converged
# weights:  114 (74 variable)
initial  value 549.306144 
iter  10 value 453.211111
iter  20 value 423.959595
iter  30 value 406.452124
iter  40 value 385.257703
iter  50 value 375.510612
iter  60 value 369.046207
iter  70 value 364.972481
iter  80 value 364.035249
final  value 364.032918 
converged
# weights:  114 (74 variable)
initial  value 549.306144 
iter  10 value 448.962305
iter  20 value 421.951354
iter  30 value 405.630323
iter  40 value 383.730363
iter  50 value 374.508956
iter  60 value 369.349616
iter  70 value 365.199207
iter  80 value 364.844716
final  value 364.843701 
converged
# weights:  114 (74 variable)
initial  value 549.306144 
iter  10 value 459.452607
iter  20 value 430.528997
iter  30 value 411.173778
iter  40 value 388.433170
iter  50 value 377.122472
iter  60 value 370.837517
iter  70 value 365.793912
iter  80 value 365.244691
final  value 365.242620 
converged
# weights:  114 (74 variable)
initial  value 549.306144 
iter  10 value 452.991191
iter  20 value 425.023838
iter  30 value 407.713111
iter  40 value 383.909097
iter  50 value 376.132244
iter  60 value 369.881130
iter  70 value 364.822940
iter  80 value 364.067486
final  value 364.064756 
converged
# weights:  114 (74 variable)
initial  value 549.306144 
iter  10 value 452.366759
iter  20 value 424.607435
iter  30 value 405.936674
iter  40 value 383.893595
iter  50 value 374.801400
iter  60 value 368.255917
iter  70 value 364.254181
iter  80 value 363.584205
final  value 363.583277 
converged
# weights:  114 (74 variable)
initial  value 549.306144 
iter  10 value 459.283261
iter  20 value 430.548383
iter  30 value 411.483155
iter  40 value 386.110957
iter  50 value 373.584637
iter  60 value 368.746279
iter  70 value 365.321746
iter  80 value 364.871151
final  value 364.870110 
converged
# weights:  114 (74 variable)
initial  value 549.306144 
iter  10 value 453.157750
iter  20 value 425.332845
iter  30 value 409.313562
iter  40 value 385.463798
iter  50 value 377.699340
iter  60 value 371.898238
iter  70 value 368.805618
iter  80 value 368.236365
final  value 368.235370 
converged
# weights:  114 (74 variable)
initial  value 549.306144 
iter  10 value 453.944685
iter  20 value 423.707585
iter  30 value 406.814979
iter  40 value 383.754235
iter  50 value 376.527832
iter  60 value 368.564154
iter  70 value 365.853917
iter  80 value 364.248129
final  value 364.245000 
converged
# weights:  114 (74 variable)
initial  value 549.306144 
iter  10 value 454.028911
iter  20 value 433.163263
iter  30 value 406.671853
iter  40 value 392.240258
iter  50 value 384.559955
iter  60 value 374.952720
iter  70 value 372.447168
iter  80 value 372.136296
final  value 372.098773 
converged
# weights:  114 (74 variable)
initial  value 549.306144 
iter  10 value 453.058819
iter  20 value 424.500278
iter  30 value 406.602205
iter  40 value 387.250550
iter  50 value 378.923001
iter  60 value 369.872725
iter  70 value 364.644803
iter  80 value 364.028423
final  value 364.025543 
converged
# weights:  114 (74 variable)
initial  value 549.306144 
iter  10 value 452.231357
iter  20 value 423.949851
iter  30 value 406.581835
iter  40 value 385.854827
iter  50 value 375.562601
iter  60 value 369.158602
iter  70 value 364.661248
iter  80 value 364.318624
final  value 364.318231 
converged
# weights:  114 (74 variable)
initial  value 549.306144 
iter  10 value 454.625493
iter  20 value 426.168531
iter  30 value 408.799066
iter  40 value 386.394441
iter  50 value 378.816301
iter  60 value 370.907731
iter  70 value 365.955773
iter  80 value 365.521194
final  value 365.519780 
converged
# weights:  114 (74 variable)
initial  value 549.306144 
iter  10 value 452.438044
iter  20 value 424.196973
iter  30 value 406.549137
iter  40 value 386.646236
iter  50 value 375.748701
iter  60 value 368.372595
iter  70 value 365.139797
iter  80 value 364.122266
final  value 364.119565 
converged
# weights:  114 (74 variable)
initial  value 549.306144 
iter  10 value 459.418028
iter  20 value 430.410672
iter  30 value 410.735147
iter  40 value 388.962159
iter  50 value 376.714652
iter  60 value 369.157560
iter  70 value 365.183644
iter  80 value 364.398528
final  value 364.395484 
converged
# weights:  114 (74 variable)
initial  value 549.306144 
iter  10 value 453.832399
iter  20 value 423.756091
iter  30 value 407.275522
iter  40 value 385.134670
iter  50 value 372.588177
iter  60 value 367.440045
iter  70 value 363.907021
iter  80 value 363.673738
final  value 363.670762 
converged
# weights:  114 (74 variable)
initial  value 549.306144 
iter  10 value 451.718717
iter  20 value 423.974753
iter  30 value 405.859394
iter  40 value 385.326268
iter  50 value 375.931305
iter  60 value 369.544507
iter  70 value 365.161260
iter  80 value 364.346221
final  value 364.344369 
converged
# weights:  114 (74 variable)
initial  value 549.306144 
iter  10 value 454.614941
iter  20 value 425.355883
iter  30 value 409.136568
iter  40 value 386.276213
iter  50 value 374.338311
iter  60 value 369.669413
iter  70 value 366.111943
iter  80 value 365.655621
final  value 365.654107 
converged
# weights:  114 (74 variable)
initial  value 549.306144 
iter  10 value 453.579789
iter  20 value 423.480316
iter  30 value 407.477489
iter  40 value 386.898799
iter  50 value 376.753278
iter  60 value 369.884132
iter  70 value 364.964402
iter  80 value 363.933976
final  value 363.929173 
converged
# weights:  114 (74 variable)
initial  value 549.306144 
iter  10 value 451.779269
iter  20 value 424.562320
iter  30 value 407.140089
iter  40 value 384.995661
iter  50 value 373.844924
iter  60 value 369.241442
iter  70 value 365.306927
iter  80 value 364.818573
final  value 364.816930 
converged
# weights:  114 (74 variable)
initial  value 549.306144 
iter  10 value 452.535101
iter  20 value 424.389631
iter  30 value 406.013736
iter  40 value 384.418070
iter  50 value 375.808475
iter  60 value 369.125040
iter  70 value 364.118005
iter  80 value 363.728458
final  value 363.727295 
converged
# weights:  114 (74 variable)
initial  value 549.306144 
iter  10 value 461.539425
iter  20 value 435.537916
iter  30 value 416.472876
iter  40 value 395.764195
iter  50 value 387.625456
iter  60 value 380.800130
iter  70 value 376.803196
iter  80 value 376.078086
final  value 376.076018 
converged
# weights:  114 (74 variable)
initial  value 549.306144 
iter  10 value 464.370007
iter  20 value 436.425244
iter  30 value 421.771015
iter  40 value 402.459909
iter  50 value 398.120086
iter  60 value 391.637047
iter  70 value 387.635851
iter  80 value 387.432369
final  value 387.432078 
converged
# weights:  114 (74 variable)
initial  value 549.306144 
iter  10 value 460.301848
iter  20 value 433.334082
iter  30 value 415.990755
iter  40 value 396.362468
iter  50 value 386.213133
iter  60 value 380.336950
iter  70 value 377.121528
iter  80 value 376.762571
final  value 376.761934 
converged
# weights:  114 (74 variable)
initial  value 549.306144 
iter  10 value 461.170683
iter  20 value 435.718261
iter  30 value 416.400022
iter  40 value 397.963663
iter  50 value 387.050136
iter  60 value 381.369583
iter  70 value 377.726400
iter  80 value 377.010913
final  value 377.008675 
converged
# weights:  114 (74 variable)
initial  value 549.306144 
iter  10 value 463.496026
iter  20 value 438.530336
iter  30 value 421.604771
iter  40 value 399.228276
iter  50 value 391.691237
iter  60 value 387.634453
iter  70 value 384.586171
iter  80 value 384.283819
final  value 384.283655 
converged
# weights:  120 (78 variable)
initial  value 549.306144 
iter  10 value 449.664589
iter  20 value 423.709239
iter  30 value 404.248470
iter  40 value 384.336298
iter  50 value 374.253074
iter  60 value 367.616382
iter  70 value 363.458591
iter  80 value 362.727546
final  value 362.691882 
converged
# weights:  120 (78 variable)
initial  value 549.306144 
iter  10 value 456.436748
iter  20 value 429.497147
iter  30 value 407.614609
iter  40 value 388.641855
iter  50 value 379.754909
iter  60 value 368.644436
iter  70 value 363.923767
iter  80 value 362.828620
final  value 362.760057 
converged
# weights:  120 (78 variable)
initial  value 549.306144 
iter  10 value 446.580986
iter  20 value 422.930940
iter  30 value 403.349870
iter  40 value 386.041626
iter  50 value 377.073167
iter  60 value 368.942365
iter  70 value 364.483476
iter  80 value 362.977244
final  value 362.879302 
converged
# weights:  120 (78 variable)
initial  value 549.306144 
iter  10 value 450.072000
iter  20 value 425.356353
iter  30 value 405.068811
iter  40 value 385.882173
iter  50 value 375.876137
iter  60 value 368.335707
iter  70 value 363.812477
iter  80 value 362.960619
final  value 362.904156 
converged
# weights:  120 (78 variable)
initial  value 549.306144 
iter  10 value 446.628914
iter  20 value 421.963067
iter  30 value 403.864972
iter  40 value 384.067284
iter  50 value 375.362416
iter  60 value 368.130263
iter  70 value 364.543982
iter  80 value 363.274088
final  value 363.115103 
converged
# weights:  120 (78 variable)
initial  value 549.306144 
iter  10 value 451.034268
iter  20 value 424.432501
iter  30 value 404.979489
iter  40 value 387.303650
iter  50 value 376.031715
iter  60 value 368.831340
iter  70 value 363.968048
iter  80 value 363.027751
final  value 362.967681 
converged
# weights:  120 (78 variable)
initial  value 549.306144 
iter  10 value 448.427862
iter  20 value 423.015775
iter  30 value 404.005167
iter  40 value 384.308716
iter  50 value 373.475137
iter  60 value 367.414401
iter  70 value 364.100833
iter  80 value 363.099230
final  value 363.070731 
converged
# weights:  120 (78 variable)
initial  value 549.306144 
iter  10 value 451.069313
iter  20 value 424.983304
iter  30 value 405.816992
iter  40 value 384.567289
iter  50 value 375.459917
iter  60 value 368.072051
iter  70 value 363.548349
iter  80 value 362.747876
final  value 362.725535 
converged
# weights:  120 (78 variable)
initial  value 549.306144 
iter  10 value 452.209082
iter  20 value 424.867771
iter  30 value 406.510677
iter  40 value 386.013769
iter  50 value 376.880190
iter  60 value 367.633225
iter  70 value 363.908481
iter  80 value 362.755428
final  value 362.715435 
converged
# weights:  120 (78 variable)
initial  value 549.306144 
iter  10 value 452.904802
iter  20 value 424.457673
iter  30 value 406.272357
iter  40 value 384.034401
iter  50 value 376.678408
iter  60 value 368.434919
iter  70 value 363.566345
iter  80 value 362.816299
final  value 362.747314 
converged
# weights:  120 (78 variable)
initial  value 549.306144 
iter  10 value 452.915554
iter  20 value 425.202558
iter  30 value 406.128085
iter  40 value 385.079730
iter  50 value 374.549836
iter  60 value 367.719159
iter  70 value 363.505586
iter  80 value 362.999662
final  value 362.945451 
converged
# weights:  120 (78 variable)
initial  value 549.306144 
iter  10 value 457.092358
iter  20 value 429.556820
iter  30 value 408.522209
iter  40 value 386.433698
iter  50 value 375.679438
iter  60 value 369.117659
iter  70 value 363.774046
iter  80 value 362.968315
final  value 362.921300 
converged
# weights:  120 (78 variable)
initial  value 549.306144 
iter  10 value 452.409091
iter  20 value 426.228078
iter  30 value 405.626205
iter  40 value 386.485554
iter  50 value 379.080037
iter  60 value 367.804215
iter  70 value 363.984740
iter  80 value 362.921668
final  value 362.848191 
converged
# weights:  114 (74 variable)
initial  value 549.306144 
iter  10 value 452.366759
iter  20 value 424.607435
iter  30 value 405.936674
iter  40 value 383.893595
iter  50 value 374.801400
iter  60 value 368.255917
iter  70 value 364.254181
iter  80 value 363.584205
final  value 363.583277 
converged
# weights:  111 (72 variable)
initial  value 549.306144 
iter  10 value 456.925046
iter  20 value 425.584923
iter  30 value 407.444429
iter  40 value 385.319736
iter  50 value 375.719700
iter  60 value 369.712618
iter  70 value 365.503923
iter  80 value 365.028961
final  value 365.028911 
converged
# weights:  111 (72 variable)
initial  value 549.306144 
iter  10 value 456.327404
iter  20 value 424.651309
iter  30 value 407.384190
iter  40 value 384.967433
iter  50 value 376.071963
iter  60 value 369.266217
iter  70 value 365.399106
iter  80 value 365.061619
final  value 365.061605 
converged
# weights:  111 (72 variable)
initial  value 549.306144 
iter  10 value 456.332766
iter  20 value 424.447169
iter  30 value 408.448474
iter  40 value 386.789493
iter  50 value 376.332922
iter  60 value 368.123076
iter  70 value 364.922074
iter  80 value 364.292958
final  value 364.292918 
converged
# weights:  111 (72 variable)
initial  value 549.306144 
iter  10 value 452.013718
iter  20 value 422.470766
iter  30 value 405.999829
iter  40 value 384.162344
iter  50 value 375.274885
iter  60 value 369.671284
iter  70 value 366.412389
iter  80 value 366.044097
final  value 366.044077 
converged
# weights:  111 (72 variable)
initial  value 549.306144 
iter  10 value 458.957593
iter  20 value 426.147839
iter  30 value 407.993956
iter  40 value 383.562822
iter  50 value 375.083874
iter  60 value 369.103526
iter  70 value 364.775435
iter  80 value 364.123681
final  value 364.123635 
converged
# weights:  111 (72 variable)
initial  value 549.306144 
iter  10 value 457.131701
iter  20 value 427.615135
iter  30 value 409.419613
iter  40 value 386.533343
iter  50 value 376.689946
iter  60 value 370.773855
iter  70 value 367.819951
iter  80 value 367.151936
final  value 367.151895 
converged
# weights:  111 (72 variable)
initial  value 549.306144 
iter  10 value 452.947782
iter  20 value 423.628156
iter  30 value 405.189572
iter  40 value 383.310517
iter  50 value 374.102337
iter  60 value 368.556857
iter  70 value 364.868559
iter  80 value 364.621964
final  value 364.621954 
converged
# weights:  111 (72 variable)
initial  value 549.306144 
iter  10 value 453.850761
iter  20 value 425.276540
iter  30 value 406.236938
iter  40 value 383.165282
iter  50 value 374.975155
iter  60 value 369.439281
iter  70 value 365.711152
iter  80 value 365.451871
final  value 365.451866 
converged
# weights:  111 (72 variable)
initial  value 549.306144 
iter  10 value 453.960129
iter  20 value 423.599829
iter  30 value 407.111891
iter  40 value 384.018358
iter  50 value 374.796236
iter  60 value 367.225363
iter  70 value 364.617226
iter  80 value 364.100208
final  value 364.100186 
converged
# weights:  111 (72 variable)
initial  value 549.306144 
iter  10 value 457.368897
iter  20 value 426.699276
iter  30 value 408.760221
iter  40 value 389.140342
iter  50 value 374.619895
iter  60 value 368.571672
iter  70 value 365.972685
iter  80 value 365.398809
final  value 365.398770 
converged
# weights:  111 (72 variable)
initial  value 549.306144 
iter  10 value 453.835976
iter  20 value 424.097406
iter  30 value 407.610282
iter  40 value 384.142174
iter  50 value 375.907165
iter  60 value 368.898270
iter  70 value 365.715279
iter  80 value 365.340261
iter  80 value 365.340260
iter  80 value 365.340260
final  value 365.340260 
converged
# weights:  111 (72 variable)
initial  value 549.306144 
iter  10 value 453.342488
iter  20 value 425.156454
iter  30 value 407.744472
iter  40 value 389.628259
iter  50 value 376.362931
iter  60 value 370.739909
iter  70 value 367.705346
iter  80 value 367.041378
final  value 367.041320 
converged
# weights:  111 (72 variable)
initial  value 549.306144 
iter  10 value 452.847999
iter  20 value 423.628221
iter  30 value 406.100884
iter  40 value 384.293683
iter  50 value 374.495859
iter  60 value 369.050559
iter  70 value 364.980325
iter  80 value 364.651243
final  value 364.651232 
converged
# weights:  111 (72 variable)
initial  value 549.306144 
iter  10 value 449.074585
iter  20 value 422.328730
iter  30 value 405.816786
iter  40 value 386.387787
iter  50 value 375.963346
iter  60 value 369.776081
iter  70 value 365.790183
iter  80 value 365.233578
final  value 365.233530 
converged
# weights:  111 (72 variable)
initial  value 549.306144 
iter  10 value 455.235482
iter  20 value 426.184018
iter  30 value 408.756408
iter  40 value 386.270149
iter  50 value 374.558237
iter  60 value 369.784382
iter  70 value 366.201624
iter  80 value 365.727571
final  value 365.727542 
converged
# weights:  111 (72 variable)
initial  value 549.306144 
iter  10 value 452.688785
iter  20 value 424.786593
iter  30 value 406.612498
iter  40 value 390.841160
iter  50 value 375.306464
iter  60 value 368.630233
iter  70 value 365.140758
iter  80 value 364.483967
final  value 364.483885 
converged
# weights:  111 (72 variable)
initial  value 549.306144 
iter  10 value 454.671832
iter  20 value 425.726203
iter  30 value 407.241098
iter  40 value 385.236377
iter  50 value 374.678429
iter  60 value 369.363090
iter  70 value 365.834305
iter  80 value 365.292244
final  value 365.292228 
converged
# weights:  111 (72 variable)
initial  value 549.306144 
iter  10 value 452.886911
iter  20 value 425.145567
iter  30 value 408.246486
iter  40 value 385.550615
iter  50 value 378.161071
iter  60 value 371.242446
iter  70 value 369.051191
iter  80 value 368.749895
final  value 368.749880 
converged
# weights:  111 (72 variable)
initial  value 549.306144 
iter  10 value 453.582194
iter  20 value 423.618892
iter  30 value 406.781525
iter  40 value 384.741336
iter  50 value 375.548587
iter  60 value 369.090866
iter  70 value 365.352155
iter  80 value 364.857328
final  value 364.857271 
converged
# weights:  111 (72 variable)
initial  value 549.306144 
iter  10 value 453.761185
iter  20 value 432.999338
iter  30 value 407.378380
iter  40 value 394.005897
iter  50 value 384.811501
iter  60 value 375.809156
iter  70 value 372.601589
iter  80 value 372.435847
final  value 372.435415 
converged
# weights:  111 (72 variable)
initial  value 549.306144 
iter  10 value 452.874092
iter  20 value 424.698307
iter  30 value 406.557768
iter  40 value 383.787844
iter  50 value 374.569098
iter  60 value 368.537547
iter  70 value 365.037989
iter  80 value 364.536216
final  value 364.536206 
converged
# weights:  111 (72 variable)
initial  value 549.306144 
iter  10 value 452.144945
iter  20 value 423.750248
iter  30 value 406.570605
iter  40 value 385.446624
iter  50 value 373.964940
iter  60 value 368.682963
iter  70 value 365.345530
iter  80 value 364.938225
final  value 364.938168 
converged
# weights:  111 (72 variable)
initial  value 549.306144 
iter  10 value 454.352219
iter  20 value 425.977875
iter  30 value 408.724121
iter  40 value 386.765099
iter  50 value 376.858478
iter  60 value 369.917548
iter  70 value 366.690699
iter  80 value 365.715014
final  value 365.714889 
converged
# weights:  111 (72 variable)
initial  value 549.306144 
iter  10 value 452.204461
iter  20 value 424.102959
iter  30 value 406.386902
iter  40 value 385.023320
iter  50 value 373.456176
iter  60 value 367.014316
iter  70 value 365.163360
iter  80 value 364.474164
final  value 364.474064 
converged
# weights:  111 (72 variable)
initial  value 549.306144 
iter  10 value 459.745253
iter  20 value 430.495685
iter  30 value 410.775437
iter  40 value 386.449037
iter  50 value 374.125433
iter  60 value 368.498387
iter  70 value 365.372990
iter  80 value 364.836888
final  value 364.836859 
converged
# weights:  111 (72 variable)
initial  value 549.306144 
iter  10 value 453.604272
iter  20 value 423.625802
iter  30 value 406.683668
iter  40 value 384.291349
iter  50 value 371.439271
iter  60 value 366.410315
iter  70 value 364.334935
iter  80 value 364.170073
final  value 364.170049 
converged
# weights:  111 (72 variable)
initial  value 549.306144 
iter  10 value 451.532715
iter  20 value 424.202975
iter  30 value 406.381179
iter  40 value 387.995119
iter  50 value 374.228131
iter  60 value 369.175962
iter  70 value 365.178456
iter  80 value 364.841954
final  value 364.841949 
converged
# weights:  111 (72 variable)
initial  value 549.306144 
iter  10 value 454.503438
iter  20 value 425.041343
iter  30 value 408.602655
iter  40 value 388.493332
iter  50 value 375.925184
iter  60 value 369.082709
iter  70 value 367.070108
iter  80 value 366.230020
final  value 366.229922 
converged
# weights:  111 (72 variable)
initial  value 549.306144 
iter  10 value 453.198564
iter  20 value 424.004853
iter  30 value 406.277699
iter  40 value 384.283988
iter  50 value 373.401831
iter  60 value 368.351878
iter  70 value 364.738670
iter  80 value 364.297948
final  value 364.297935 
converged
# weights:  111 (72 variable)
initial  value 549.306144 
iter  10 value 451.866614
iter  20 value 424.655327
iter  30 value 407.202921
iter  40 value 388.267766
iter  50 value 375.200877
iter  60 value 369.018934
iter  70 value 365.643720
iter  80 value 365.129074
final  value 365.129007 
converged
# weights:  111 (72 variable)
initial  value 549.306144 
iter  10 value 452.254264
iter  20 value 424.447593
iter  30 value 406.062407
iter  40 value 384.156616
iter  50 value 373.260321
iter  60 value 368.355777
iter  70 value 364.758347
iter  80 value 364.158391
final  value 364.158334 
converged
# weights:  111 (72 variable)
initial  value 549.306144 
iter  10 value 457.603788
iter  20 value 431.554717
iter  30 value 415.058875
iter  40 value 395.795696
iter  50 value 388.388517
iter  60 value 380.389047
iter  70 value 377.166139
iter  80 value 376.656514
final  value 376.656496 
converged
# weights:  111 (72 variable)
initial  value 549.306144 
iter  10 value 464.321856
iter  20 value 436.570957
iter  30 value 422.292572
iter  40 value 405.036887
iter  50 value 397.944399
iter  60 value 390.623534
iter  70 value 388.475896
iter  80 value 387.899626
final  value 387.899612 
converged
# weights:  111 (72 variable)
initial  value 549.306144 
iter  10 value 460.551713
iter  20 value 433.355285
iter  30 value 415.749347
iter  40 value 394.075830
iter  50 value 385.086401
iter  60 value 380.537752
iter  70 value 377.917915
iter  80 value 377.082448
final  value 377.082389 
converged
# weights:  111 (72 variable)
initial  value 549.306144 
iter  10 value 456.838376
iter  20 value 430.909247
iter  30 value 413.985656
iter  40 value 395.076455
iter  50 value 388.349079
iter  60 value 381.505691
iter  70 value 377.952743
iter  80 value 377.533216
final  value 377.533167 
converged
# weights:  111 (72 variable)
initial  value 549.306144 
iter  10 value 463.978361
iter  20 value 438.814026
iter  30 value 421.486646
iter  40 value 402.240462
iter  50 value 391.470867
iter  60 value 387.449858
iter  70 value 385.421800
iter  80 value 385.027790
final  value 385.027775 
converged
# weights:  117 (76 variable)
initial  value 549.306144 
iter  10 value 449.558446
iter  20 value 423.648466
iter  30 value 404.388804
iter  40 value 385.680914
iter  50 value 373.657280
iter  60 value 367.721241
iter  70 value 364.218029
iter  80 value 363.090390
final  value 363.042754 
converged
# weights:  117 (76 variable)
initial  value 549.306144 
iter  10 value 456.662359
iter  20 value 429.274132
iter  30 value 407.592100
iter  40 value 389.484700
iter  50 value 382.274639
iter  60 value 369.430239
iter  70 value 363.868213
iter  80 value 363.333191
final  value 363.244431 
converged
# weights:  117 (76 variable)
initial  value 549.306144 
iter  10 value 446.540407
iter  20 value 422.922677
iter  30 value 403.569845
iter  40 value 383.681351
iter  50 value 374.719924
iter  60 value 368.127033
iter  70 value 363.732871
iter  80 value 363.302105
final  value 363.288029 
converged
# weights:  117 (76 variable)
initial  value 549.306144 
iter  10 value 449.849148
iter  20 value 425.013570
iter  30 value 405.738715
iter  40 value 385.887479
iter  50 value 374.711772
iter  60 value 368.433526
iter  70 value 364.189736
iter  80 value 363.436780
final  value 363.374870 
converged
# weights:  117 (76 variable)
initial  value 549.306144 
iter  10 value 446.629970
iter  20 value 421.939075
iter  30 value 404.110646
iter  40 value 386.875879
iter  50 value 374.635311
iter  60 value 368.857973
iter  70 value 364.342228
iter  80 value 363.593174
final  value 363.559042 
converged
# weights:  117 (76 variable)
initial  value 549.306144 
iter  10 value 451.073218
iter  20 value 424.381152
iter  30 value 405.242014
iter  40 value 386.086042
iter  50 value 375.109221
iter  60 value 368.576599
iter  70 value 364.138434
iter  80 value 363.521462
final  value 363.403300 
converged
# weights:  117 (76 variable)
initial  value 549.306144 
iter  10 value 448.295369
iter  20 value 423.233958
iter  30 value 403.750554
iter  40 value 386.600199
iter  50 value 374.663426
iter  60 value 368.528356
iter  70 value 364.181302
iter  80 value 363.529216
final  value 363.510254 
converged
# weights:  117 (76 variable)
initial  value 549.306144 
iter  10 value 450.953504
iter  20 value 424.965884
iter  30 value 406.301032
iter  40 value 383.852293
iter  50 value 373.104368
iter  60 value 367.546144
iter  70 value 363.517524
iter  80 value 363.152264
final  value 363.122260 
converged
# weights:  117 (76 variable)
initial  value 549.306144 
iter  10 value 452.636690
iter  20 value 424.762540
iter  30 value 406.413793
iter  40 value 384.175535
iter  50 value 375.753818
iter  60 value 369.285746
iter  70 value 363.741257
iter  80 value 363.169333
final  value 363.140167 
converged
# weights:  117 (76 variable)
initial  value 549.306144 
iter  10 value 451.971932
iter  20 value 424.458145
iter  30 value 406.415568
iter  40 value 389.588177
iter  50 value 374.578404
iter  60 value 367.663458
iter  70 value 364.617517
iter  80 value 363.328478
final  value 363.211359 
converged
# weights:  117 (76 variable)
initial  value 549.306144 
iter  10 value 452.610164
iter  20 value 424.037530
iter  30 value 406.353764
iter  40 value 384.563833
iter  50 value 374.018681
iter  60 value 367.859113
iter  70 value 363.596404
iter  80 value 363.265846
final  value 363.241474 
converged
# weights:  117 (76 variable)
initial  value 549.306144 
iter  10 value 452.618724
iter  20 value 424.919210
iter  30 value 406.272635
iter  40 value 384.179284
iter  50 value 373.438894
iter  60 value 367.638730
iter  70 value 363.848082
iter  80 value 363.500060
final  value 363.477635 
converged
# weights:  117 (76 variable)
initial  value 549.306144 
iter  10 value 457.171017
iter  20 value 429.134918
iter  30 value 408.094205
iter  40 value 387.135356
iter  50 value 375.063893
iter  60 value 368.859903
iter  70 value 364.057347
iter  80 value 363.373164
final  value 363.356692 
converged
# weights:  117 (76 variable)
initial  value 549.306144 
iter  10 value 452.155400
iter  20 value 426.086181
iter  30 value 405.473422
iter  40 value 384.125337
iter  50 value 374.744959
iter  60 value 367.704892
iter  70 value 364.143544
iter  80 value 363.296148
final  value 363.284826 
converged
# weights:  111 (72 variable)
initial  value 549.306144 
iter  10 value 453.960129
iter  20 value 423.599829
iter  30 value 407.111891
iter  40 value 384.018358
iter  50 value 374.796236
iter  60 value 367.225363
iter  70 value 364.617226
iter  80 value 364.100208
final  value 364.100186 
converged
# weights:  108 (70 variable)
initial  value 549.306144 
iter  10 value 458.717352
iter  20 value 424.463934
iter  30 value 408.167690
iter  40 value 387.270995
iter  50 value 374.257544
iter  60 value 367.881365
iter  70 value 365.685803
final  value 365.542833 
converged
# weights:  108 (70 variable)
initial  value 549.306144 
iter  10 value 458.023244
iter  20 value 424.571605
iter  30 value 408.688952
iter  40 value 386.226292
iter  50 value 375.944173
iter  60 value 367.852939
iter  70 value 365.685029
final  value 365.505171 
converged
# weights:  108 (70 variable)
initial  value 549.306144 
iter  10 value 458.168011
iter  20 value 423.460808
iter  30 value 407.681669
iter  40 value 386.263877
iter  50 value 377.035516
iter  60 value 366.931305
iter  70 value 365.052023
final  value 364.895914 
converged
# weights:  108 (70 variable)
initial  value 549.306144 
iter  10 value 453.827329
iter  20 value 421.496759
iter  30 value 405.951558
iter  40 value 384.985469
iter  50 value 375.683112
iter  60 value 369.020738
iter  70 value 366.817011
final  value 366.627110 
converged
# weights:  108 (70 variable)
initial  value 549.306144 
iter  10 value 460.610999
iter  20 value 425.027996
iter  30 value 408.626844
iter  40 value 389.329811
iter  50 value 373.612501
iter  60 value 367.332515
iter  70 value 364.974005
final  value 364.611029 
converged
# weights:  108 (70 variable)
initial  value 549.306144 
iter  10 value 458.891803
iter  20 value 427.095593
iter  30 value 410.147508
iter  40 value 388.517670
iter  50 value 375.081703
iter  60 value 370.408648
iter  70 value 368.179973
final  value 367.785473 
converged
# weights:  108 (70 variable)
initial  value 549.306144 
iter  10 value 454.941878
iter  20 value 423.070729
iter  30 value 405.861070
iter  40 value 387.922984
iter  50 value 373.880609
iter  60 value 366.724874
iter  70 value 365.116925
final  value 364.976014 
converged
# weights:  108 (70 variable)
initial  value 549.306144 
iter  10 value 455.836114
iter  20 value 424.218074
iter  30 value 408.680154
iter  40 value 385.109700
iter  50 value 374.741907
iter  60 value 368.243746
iter  70 value 366.034230
final  value 365.907763 
converged
# weights:  108 (70 variable)
initial  value 549.306144 
iter  10 value 459.312634
iter  20 value 425.420780
iter  30 value 408.751076
iter  40 value 386.722554
iter  50 value 374.145706
iter  60 value 368.037558
iter  70 value 366.012344
final  value 365.809688 
converged
# weights:  108 (70 variable)
initial  value 549.306144 
iter  10 value 455.747616
iter  20 value 423.667116
iter  30 value 407.914095
iter  40 value 383.942229
iter  50 value 374.342056
iter  60 value 367.752060
iter  70 value 366.083346
final  value 365.867190 
converged
# weights:  108 (70 variable)
initial  value 549.306144 
iter  10 value 455.407714
iter  20 value 424.422096
iter  30 value 408.566687
iter  40 value 389.413355
iter  50 value 375.724209
iter  60 value 370.369464
iter  70 value 367.872314
final  value 367.539806 
converged
# weights:  108 (70 variable)
initial  value 549.306144 
iter  10 value 454.349571
iter  20 value 422.960602
iter  30 value 406.302718
iter  40 value 384.702585
iter  50 value 373.885126
iter  60 value 366.999266
iter  70 value 365.343687
final  value 365.164594 
converged
# weights:  108 (70 variable)
initial  value 549.306144 
iter  10 value 451.396363
iter  20 value 421.626089
iter  30 value 406.166299
iter  40 value 383.413685
iter  50 value 375.625920
iter  60 value 367.556079
iter  70 value 365.776828
final  value 365.682054 
converged
# weights:  108 (70 variable)
initial  value 549.306144 
iter  10 value 456.709208
iter  20 value 424.398619
iter  30 value 408.567480
iter  40 value 386.028322
iter  50 value 374.957097
iter  60 value 368.340689
iter  70 value 366.250626
final  value 366.152422 
converged
# weights:  108 (70 variable)
initial  value 549.306144 
iter  10 value 454.254749
iter  20 value 424.539081
iter  30 value 406.792133
iter  40 value 385.095105
iter  50 value 374.047188
iter  60 value 367.485910
iter  70 value 365.222918
iter  80 value 365.074554
iter  80 value 365.074554
iter  80 value 365.074554
final  value 365.074554 
converged
# weights:  108 (70 variable)
initial  value 549.306144 
iter  10 value 456.039160
iter  20 value 424.274646
iter  30 value 407.749674
iter  40 value 386.085506
iter  50 value 373.502506
iter  60 value 368.147820
iter  70 value 365.935162
final  value 365.831145 
converged
# weights:  108 (70 variable)
initial  value 549.306144 
iter  10 value 454.395251
iter  20 value 424.381173
iter  30 value 408.516582
iter  40 value 385.559410
iter  50 value 378.109004
iter  60 value 370.799880
iter  70 value 369.451164
final  value 369.334003 
converged
# weights:  108 (70 variable)
initial  value 549.306144 
iter  10 value 455.132706
iter  20 value 422.733855
iter  30 value 407.112317
iter  40 value 384.154268
iter  50 value 372.559933
iter  60 value 367.659828
iter  70 value 365.672350
final  value 365.477009 
converged
# weights:  108 (70 variable)
initial  value 549.306144 
iter  10 value 455.468132
iter  20 value 431.959904
iter  30 value 408.542347
iter  40 value 391.864135
iter  50 value 384.583734
iter  60 value 375.473030
iter  70 value 373.026403
iter  80 value 372.909817
iter  80 value 372.909816
iter  80 value 372.909816
final  value 372.909816 
converged
# weights:  108 (70 variable)
initial  value 549.306144 
iter  10 value 454.475849
iter  20 value 423.753379
iter  30 value 407.747128
iter  40 value 385.427302
iter  50 value 376.054618
iter  60 value 367.380271
iter  70 value 365.202207
final  value 365.045239 
converged
# weights:  108 (70 variable)
initial  value 549.306144 
iter  10 value 453.575598
iter  20 value 422.859145
iter  30 value 406.647339
iter  40 value 384.445565
iter  50 value 373.841417
iter  60 value 368.246417
iter  70 value 365.785952
final  value 365.474347 
converged
# weights:  108 (70 variable)
initial  value 549.306144 
iter  10 value 455.843849
iter  20 value 424.440121
iter  30 value 408.322447
iter  40 value 383.674808
iter  50 value 374.219783
iter  60 value 368.781583
iter  70 value 366.402603
final  value 366.168828 
converged
# weights:  108 (70 variable)
initial  value 549.306144 
iter  10 value 453.800496
iter  20 value 423.312638
iter  30 value 407.407227
iter  40 value 383.656709
iter  50 value 373.336357
iter  60 value 368.341835
iter  70 value 365.501214
final  value 365.122041 
converged
# weights:  108 (70 variable)
initial  value 549.306144 
iter  10 value 461.502648
iter  20 value 429.318707
iter  30 value 412.189784
iter  40 value 389.130261
iter  50 value 375.608234
iter  60 value 368.531069
iter  70 value 365.644704
final  value 365.326001 
converged
# weights:  108 (70 variable)
initial  value 549.306144 
iter  10 value 455.331035
iter  20 value 422.438757
iter  30 value 407.049423
iter  40 value 389.805058
iter  50 value 374.136485
iter  60 value 366.655386
iter  70 value 365.028585
iter  80 value 364.731249
iter  80 value 364.731249
iter  80 value 364.731249
final  value 364.731249 
converged
# weights:  108 (70 variable)
initial  value 549.306144 
iter  10 value 453.216049
iter  20 value 423.073777
iter  30 value 406.184087
iter  40 value 387.360227
iter  50 value 374.909889
iter  60 value 368.585339
iter  70 value 365.778378
final  value 365.358280 
converged
# weights:  108 (70 variable)
initial  value 549.306144 
iter  10 value 456.080018
iter  20 value 424.468727
iter  30 value 409.260322
iter  40 value 387.652997
iter  50 value 374.771321
iter  60 value 368.844101
iter  70 value 366.780913
final  value 366.660743 
converged
# weights:  108 (70 variable)
initial  value 549.306144 
iter  10 value 454.762560
iter  20 value 422.913029
iter  30 value 406.960180
iter  40 value 386.101635
iter  50 value 372.730766
iter  60 value 367.976412
iter  70 value 365.024692
final  value 364.806665 
converged
# weights:  108 (70 variable)
initial  value 549.306144 
iter  10 value 454.370887
iter  20 value 424.111301
iter  30 value 408.311021
iter  40 value 386.544949
iter  50 value 372.222657
iter  60 value 367.644996
iter  70 value 365.740880
final  value 365.541989 
converged
# weights:  108 (70 variable)
initial  value 549.306144 
iter  10 value 453.876130
iter  20 value 423.705348
iter  30 value 406.767866
iter  40 value 387.769050
iter  50 value 373.768161
iter  60 value 367.043585
iter  70 value 364.874977
final  value 364.697226 
converged
# weights:  108 (70 variable)
initial  value 549.306144 
iter  10 value 463.312341
iter  20 value 434.594805
iter  30 value 417.470680
iter  40 value 395.599138
iter  50 value 388.294326
iter  60 value 380.700145
iter  70 value 377.818333
final  value 377.498907 
converged
# weights:  108 (70 variable)
initial  value 549.306144 
iter  10 value 465.594786
iter  20 value 435.402824
iter  30 value 421.574103
iter  40 value 403.118837
iter  50 value 396.292654
iter  60 value 389.818642
iter  70 value 388.493115
final  value 388.239590 
converged
# weights:  108 (70 variable)
initial  value 549.306144 
iter  10 value 462.560953
iter  20 value 432.272668
iter  30 value 416.175332
iter  40 value 393.461279
iter  50 value 386.435105
iter  60 value 380.755266
iter  70 value 377.621031
final  value 377.382862 
converged
# weights:  108 (70 variable)
initial  value 549.306144 
iter  10 value 458.438855
iter  20 value 430.488743
iter  30 value 414.653581
iter  40 value 394.019705
iter  50 value 386.528535
iter  60 value 381.057682
iter  70 value 378.308815
final  value 377.960659 
converged
# weights:  108 (70 variable)
initial  value 549.306144 
iter  10 value 465.260570
iter  20 value 437.702656
iter  30 value 421.612040
iter  40 value 400.546937
iter  50 value 392.735960
iter  60 value 387.732142
iter  70 value 386.024466
final  value 385.745362 
converged
# weights:  114 (74 variable)
initial  value 549.306144 
iter  10 value 451.104077
iter  20 value 422.929141
iter  30 value 405.112000
iter  40 value 385.027478
iter  50 value 376.465435
iter  60 value 368.794883
iter  70 value 364.131926
iter  80 value 363.609058
final  value 363.607733 
converged
# weights:  114 (74 variable)
initial  value 549.306144 
iter  10 value 457.521235
iter  20 value 428.173325
iter  30 value 407.040431
iter  40 value 386.809256
iter  50 value 376.025892
iter  60 value 368.755682
iter  70 value 364.332742
iter  80 value 363.774909
final  value 363.773535 
converged
# weights:  114 (74 variable)
initial  value 549.306144 
iter  10 value 447.994118
iter  20 value 422.094526
iter  30 value 404.085824
iter  40 value 383.525890
iter  50 value 375.949945
iter  60 value 368.468110
iter  70 value 364.576285
iter  80 value 363.827305
final  value 363.824284 
converged
# weights:  114 (74 variable)
initial  value 549.306144 
iter  10 value 451.035158
iter  20 value 424.090682
iter  30 value 405.978109
iter  40 value 387.256649
iter  50 value 375.982698
iter  60 value 368.763713
iter  70 value 364.484996
iter  80 value 363.891656
final  value 363.888502 
converged
# weights:  114 (74 variable)
initial  value 549.306144 
iter  10 value 448.176952
iter  20 value 421.137808
iter  30 value 404.365038
iter  40 value 383.940966
iter  50 value 375.352871
iter  60 value 368.922426
iter  70 value 364.632422
iter  80 value 364.074734
final  value 364.072574 
converged
# weights:  114 (74 variable)
initial  value 549.306144 
iter  10 value 452.366759
iter  20 value 424.607435
iter  30 value 405.936674
iter  40 value 383.893595
iter  50 value 374.801400
iter  60 value 368.255917
iter  70 value 364.254181
iter  80 value 363.584205
final  value 363.583277 
converged
# weights:  114 (74 variable)
initial  value 549.306144 
iter  10 value 452.208936
iter  20 value 423.043392
iter  30 value 405.751802
iter  40 value 387.368484
iter  50 value 377.537789
iter  60 value 369.439966
iter  70 value 364.479226
iter  80 value 363.905964
final  value 363.903996 
converged
# weights:  114 (74 variable)
initial  value 549.306144 
iter  10 value 449.834295
iter  20 value 422.546745
iter  30 value 404.794718
iter  40 value 383.574494
iter  50 value 373.849548
iter  60 value 366.696583
iter  70 value 364.331982
iter  80 value 364.047575
final  value 364.046556 
converged
# weights:  114 (74 variable)
initial  value 549.306144 
iter  10 value 452.352600
iter  20 value 423.754971
iter  30 value 405.776216
iter  40 value 383.494797
iter  50 value 376.627810
iter  60 value 368.712671
iter  70 value 364.142531
iter  80 value 363.646118
final  value 363.645339 
converged
# weights:  114 (74 variable)
initial  value 549.306144 
iter  10 value 454.219187
iter  20 value 423.455267
iter  30 value 407.193857
iter  40 value 384.607202
iter  50 value 376.325541
iter  60 value 368.677573
iter  70 value 364.067757
iter  80 value 363.708426
final  value 363.707804 
converged
# weights:  114 (74 variable)
initial  value 549.306144 
iter  10 value 453.526312
iter  20 value 423.421950
iter  30 value 406.550188
iter  40 value 383.473509
iter  50 value 375.043979
iter  60 value 368.419357
iter  70 value 364.327747
iter  80 value 363.715425
final  value 363.712265 
converged
# weights:  114 (74 variable)
initial  value 549.306144 
iter  10 value 454.203272
iter  20 value 423.375256
iter  30 value 406.207643
iter  40 value 384.370637
iter  50 value 375.702542
iter  60 value 368.097122
iter  70 value 364.188123
iter  80 value 363.796966
final  value 363.796530 
converged
# weights:  114 (74 variable)
initial  value 549.306144 
iter  10 value 454.232289
iter  20 value 423.940081
iter  30 value 406.375914
iter  40 value 384.070357
iter  50 value 374.584409
iter  60 value 368.243971
iter  70 value 364.330419
iter  80 value 363.945770
final  value 363.943979 
converged
# weights:  114 (74 variable)
initial  value 549.306144 
iter  10 value 458.690589
iter  20 value 428.182662
iter  30 value 408.465914
iter  40 value 388.107881
iter  50 value 377.052057
iter  60 value 369.285249
iter  70 value 364.429313
iter  80 value 363.893231
final  value 363.891724 
converged
# weights:  114 (74 variable)
initial  value 549.306144 
iter  10 value 453.512101
iter  20 value 424.701706
iter  30 value 405.597911
iter  40 value 385.765159
iter  50 value 375.998141
iter  60 value 368.237064
iter  70 value 364.527271
iter  80 value 363.773509
final  value 363.770300 
converged
# weights:  108 (70 variable)
initial  value 549.306144 
iter  10 value 460.610999
iter  20 value 425.027996
iter  30 value 408.626844
iter  40 value 389.329811
iter  50 value 373.612501
iter  60 value 367.332515
iter  70 value 364.974005
final  value 364.611029 
converged
# weights:  105 (68 variable)
initial  value 549.306144 
iter  10 value 465.944009
iter  20 value 425.876510
iter  30 value 410.136141
iter  40 value 384.899179
iter  50 value 374.217395
iter  60 value 367.865592
iter  70 value 366.209689
final  value 365.865466 
converged
# weights:  105 (68 variable)
initial  value 549.306144 
iter  10 value 465.322405
iter  20 value 424.809409
iter  30 value 409.892477
iter  40 value 386.136317
iter  50 value 377.148880
iter  60 value 367.566598
iter  70 value 366.205317
final  value 365.932798 
converged
# weights:  105 (68 variable)
initial  value 549.306144 
iter  10 value 465.314805
iter  20 value 424.381122
iter  30 value 409.553517
iter  40 value 387.803136
iter  50 value 376.889953
iter  60 value 367.887982
iter  70 value 365.563464
final  value 365.374346 
converged
# weights:  105 (68 variable)
initial  value 549.306144 
iter  10 value 460.814080
iter  20 value 422.729466
iter  30 value 408.278320
iter  40 value 385.041724
iter  50 value 374.463996
iter  60 value 369.775355
iter  70 value 367.292622
final  value 367.054959 
converged
# weights:  105 (68 variable)
initial  value 549.306144 
iter  10 value 465.746230
iter  20 value 427.680469
iter  30 value 410.389401
iter  40 value 385.431313
iter  50 value 373.838941
iter  60 value 369.638838
iter  70 value 368.445184
final  value 368.408377 
converged
# weights:  105 (68 variable)
initial  value 549.306144 
iter  10 value 461.876971
iter  20 value 424.255282
iter  30 value 407.506449
iter  40 value 383.574333
iter  50 value 372.771269
iter  60 value 366.931501
iter  70 value 365.545667
final  value 365.405840 
converged
# weights:  105 (68 variable)
initial  value 549.306144 
iter  10 value 462.875607
iter  20 value 425.730992
iter  30 value 408.643315
iter  40 value 384.296761
iter  50 value 374.893004
iter  60 value 368.423275
iter  70 value 366.568018
final  value 366.435643 
converged
# weights:  105 (68 variable)
initial  value 549.306144 
iter  10 value 466.009019
iter  20 value 426.017993
iter  30 value 410.338669
iter  40 value 385.627945
iter  50 value 374.170445
iter  60 value 368.101732
iter  70 value 366.347466
final  value 366.258637 
converged
# weights:  105 (68 variable)
initial  value 549.306144 
iter  10 value 462.551600
iter  20 value 424.673161
iter  30 value 409.700329
iter  40 value 385.344481
iter  50 value 376.328135
iter  60 value 368.228181
iter  70 value 366.517175
final  value 366.324933 
converged
# weights:  105 (68 variable)
initial  value 549.306144 
iter  10 value 462.270657
iter  20 value 425.743906
iter  30 value 411.133974
iter  40 value 387.232203
iter  50 value 375.958332
iter  60 value 370.085934
iter  70 value 368.175546
final  value 368.037770 
converged
# weights:  105 (68 variable)
initial  value 549.306144 
iter  10 value 461.479817
iter  20 value 424.103176
iter  30 value 409.327685
iter  40 value 384.853361
iter  50 value 375.116284
iter  60 value 367.572227
iter  70 value 365.707698
final  value 365.567088 
converged
# weights:  105 (68 variable)
initial  value 549.306144 
iter  10 value 457.465504
iter  20 value 422.629446
iter  30 value 407.213087
iter  40 value 385.942920
iter  50 value 375.075203
iter  60 value 367.813066
iter  70 value 366.286451
final  value 366.175711 
converged
# weights:  105 (68 variable)
initial  value 549.306144 
iter  10 value 463.303188
iter  20 value 426.134804
iter  30 value 410.956747
iter  40 value 388.388946
iter  50 value 374.923045
iter  60 value 368.642178
iter  70 value 367.089426
final  value 366.726062 
converged
# weights:  105 (68 variable)
initial  value 549.306144 
iter  10 value 460.816364
iter  20 value 425.771978
iter  30 value 408.264044
iter  40 value 389.379765
iter  50 value 374.846808
iter  60 value 367.328781
iter  70 value 365.782028
final  value 365.599618 
converged
# weights:  105 (68 variable)
initial  value 549.306144 
iter  10 value 462.590359
iter  20 value 424.153567
iter  30 value 409.711298
iter  40 value 384.298892
iter  50 value 373.669076
iter  60 value 368.201115
iter  70 value 366.509983
final  value 366.309553 
converged
# weights:  105 (68 variable)
initial  value 549.306144 
iter  10 value 460.928238
iter  20 value 425.960156
iter  30 value 410.473107
iter  40 value 389.861830
iter  50 value 378.746138
iter  60 value 372.016123
iter  70 value 370.010474
final  value 369.902922 
converged
# weights:  105 (68 variable)
initial  value 549.306144 
iter  10 value 461.866740
iter  20 value 423.836723
iter  30 value 409.536319
iter  40 value 386.481520
iter  50 value 372.452833
iter  60 value 368.321314
iter  70 value 366.115063
final  value 365.971319 
converged
# weights:  105 (68 variable)
initial  value 549.306144 
iter  10 value 462.250045
iter  20 value 432.947245
iter  30 value 410.339699
iter  40 value 390.039234
iter  50 value 382.972804
iter  60 value 375.587657
iter  70 value 373.530695
final  value 373.329253 
converged
# weights:  105 (68 variable)
initial  value 549.306144 
iter  10 value 460.739452
iter  20 value 424.391409
iter  30 value 409.127475
iter  40 value 387.677859
iter  50 value 375.490866
iter  60 value 367.544052
iter  70 value 365.735486
final  value 365.634985 
converged
# weights:  105 (68 variable)
initial  value 549.306144 
iter  10 value 459.986231
iter  20 value 424.263472
iter  30 value 409.450067
iter  40 value 384.846542
iter  50 value 374.339394
iter  60 value 368.070060
iter  70 value 366.017971
final  value 365.927960 
converged
# weights:  105 (68 variable)
initial  value 549.306144 
iter  10 value 461.707878
iter  20 value 425.408133
iter  30 value 410.340420
iter  40 value 389.428880
iter  50 value 374.135944
iter  60 value 368.659172
iter  70 value 367.047693
final  value 366.887002 
converged
# weights:  105 (68 variable)
initial  value 549.306144 
iter  10 value 459.991254
iter  20 value 424.202200
iter  30 value 409.068980
iter  40 value 385.459957
iter  50 value 373.268196
iter  60 value 368.142820
iter  70 value 365.887712
final  value 365.699380 
converged
# weights:  105 (68 variable)
initial  value 549.306144 
iter  10 value 458.440482
iter  20 value 422.689125
iter  30 value 409.826976
iter  40 value 389.863179
iter  50 value 375.159865
iter  60 value 367.303521
iter  70 value 366.051987
final  value 365.870690 
converged
# weights:  105 (68 variable)
initial  value 549.306144 
iter  10 value 461.855579
iter  20 value 424.329684
iter  30 value 408.689256
iter  40 value 384.211099
iter  50 value 371.961133
iter  60 value 366.603219
iter  70 value 365.355552
final  value 365.187638 
converged
# weights:  105 (68 variable)
initial  value 549.306144 
iter  10 value 459.862500
iter  20 value 424.397511
iter  30 value 407.961199
iter  40 value 386.288894
iter  50 value 374.291187
iter  60 value 368.846060
iter  70 value 366.090388
final  value 365.926733 
converged
# weights:  105 (68 variable)
initial  value 549.306144 
iter  10 value 462.633150
iter  20 value 425.645398
iter  30 value 410.745004
iter  40 value 385.026620
iter  50 value 374.096782
iter  60 value 369.084508
iter  70 value 367.262964
final  value 367.131700 
converged
# weights:  105 (68 variable)
initial  value 549.306144 
iter  10 value 461.609139
iter  20 value 424.715320
iter  30 value 408.424626
iter  40 value 388.372570
iter  50 value 371.421013
iter  60 value 367.967737
iter  70 value 365.556026
final  value 365.358393 
converged
# weights:  105 (68 variable)
initial  value 549.306144 
iter  10 value 460.236983
iter  20 value 425.117240
iter  30 value 410.031377
iter  40 value 385.782028
iter  50 value 372.119532
iter  60 value 368.115296
iter  70 value 366.253081
final  value 366.089466 
converged
# weights:  105 (68 variable)
initial  value 549.306144 
iter  10 value 460.613300
iter  20 value 425.107957
iter  30 value 409.194915
iter  40 value 384.583460
iter  50 value 374.313183
iter  60 value 367.865699
iter  70 value 365.410801
final  value 365.224946 
converged
# weights:  105 (68 variable)
initial  value 549.306144 
iter  10 value 465.162305
iter  20 value 431.789995
iter  30 value 416.655316
iter  40 value 394.392733
iter  50 value 387.983888
iter  60 value 379.992443
iter  70 value 378.579475
final  value 378.334790 
converged
# weights:  105 (68 variable)
initial  value 549.306144 
iter  10 value 471.705408
iter  20 value 436.686766
iter  30 value 422.821231
iter  40 value 404.306433
iter  50 value 395.884249
iter  60 value 391.270480
iter  70 value 388.610293
final  value 388.468707 
converged
# weights:  105 (68 variable)
initial  value 549.306144 
iter  10 value 465.176301
iter  20 value 430.581426
iter  30 value 414.951943
iter  40 value 392.835072
iter  50 value 385.000148
iter  60 value 379.263212
iter  70 value 377.959004
final  value 377.858317 
converged
# weights:  105 (68 variable)
initial  value 549.306144 
iter  10 value 465.104449
iter  20 value 432.072591
iter  30 value 416.358081
iter  40 value 396.376501
iter  50 value 386.883036
iter  60 value 380.316285
iter  70 value 378.477544
final  value 378.368131 
converged
# weights:  105 (68 variable)
initial  value 549.306144 
iter  10 value 471.468746
iter  20 value 439.482374
iter  30 value 424.851783
iter  40 value 400.530543
iter  50 value 391.909368
iter  60 value 387.692864
iter  70 value 386.150055
final  value 386.067803 
converged
# weights:  111 (72 variable)
initial  value 549.306144 
iter  10 value 457.611812
iter  20 value 424.941544
iter  30 value 407.070583
iter  40 value 385.717571
iter  50 value 373.172896
iter  60 value 368.393043
iter  70 value 364.704256
iter  80 value 364.057419
final  value 364.057348 
converged
# weights:  111 (72 variable)
initial  value 549.306144 
iter  10 value 459.061419
iter  20 value 424.887667
iter  30 value 407.608553
iter  40 value 384.221984
iter  50 value 375.533215
iter  60 value 368.294659
iter  70 value 364.835571
iter  80 value 364.257845
final  value 364.257798 
converged
# weights:  111 (72 variable)
initial  value 549.306144 
iter  10 value 454.168853
iter  20 value 423.182394
iter  30 value 405.473777
iter  40 value 382.829770
iter  50 value 374.669954
iter  60 value 368.457303
iter  70 value 364.625197
iter  80 value 364.352552
iter  80 value 364.352550
iter  80 value 364.352550
final  value 364.352550 
converged
# weights:  111 (72 variable)
initial  value 549.306144 
iter  10 value 453.960129
iter  20 value 423.599829
iter  30 value 407.111891
iter  40 value 384.018358
iter  50 value 374.796236
iter  60 value 367.225363
iter  70 value 364.617226
iter  80 value 364.100208
final  value 364.100186 
converged
# weights:  111 (72 variable)
initial  value 549.306144 
iter  10 value 457.700447
iter  20 value 426.087059
iter  30 value 407.899265
iter  40 value 386.639089
iter  50 value 375.950851
iter  60 value 368.350198
iter  70 value 364.967900
iter  80 value 364.398008
final  value 364.397965 
converged
# weights:  111 (72 variable)
initial  value 549.306144 
iter  10 value 454.500942
iter  20 value 423.347952
iter  30 value 406.765985
iter  40 value 383.595049
iter  50 value 374.668990
iter  60 value 368.789479
iter  70 value 365.030955
iter  80 value 364.580951
final  value 364.580930 
converged
# weights:  111 (72 variable)
initial  value 549.306144 
iter  10 value 458.957593
iter  20 value 426.147839
iter  30 value 407.993956
iter  40 value 383.562822
iter  50 value 375.083874
iter  60 value 369.103526
iter  70 value 364.775435
iter  80 value 364.123681
final  value 364.123635 
converged
# weights:  111 (72 variable)
initial  value 549.306144 
iter  10 value 458.327866
iter  20 value 424.710604
iter  30 value 408.601750
iter  40 value 386.376152
iter  50 value 374.818867
iter  60 value 368.522517
iter  70 value 365.223718
iter  80 value 364.443778
final  value 364.443703 
converged
# weights:  111 (72 variable)
initial  value 549.306144 
iter  10 value 456.555260
iter  20 value 424.711174
iter  30 value 406.459119
iter  40 value 383.023932
iter  50 value 372.549457
iter  60 value 368.203496
iter  70 value 365.147495
iter  80 value 364.575883
final  value 364.575821 
converged
# weights:  111 (72 variable)
initial  value 549.306144 
iter  10 value 458.744290
iter  20 value 426.083489
iter  30 value 407.496934
iter  40 value 382.879004
iter  50 value 375.777652
iter  60 value 367.982584
iter  70 value 364.494829
iter  80 value 364.089639
final  value 364.089626 
converged
# weights:  111 (72 variable)
initial  value 549.306144 
iter  10 value 461.150858
iter  20 value 425.170816
iter  30 value 408.619291
iter  40 value 383.562374
iter  50 value 374.972819
iter  60 value 368.207297
iter  70 value 364.637943
iter  80 value 364.248923
final  value 364.248910 
converged
# weights:  111 (72 variable)
initial  value 549.306144 
iter  10 value 460.089295
iter  20 value 424.979101
iter  30 value 408.021779
iter  40 value 384.429949
iter  50 value 373.718110
iter  60 value 367.820277
iter  70 value 364.709844
iter  80 value 364.209680
final  value 364.209645 
converged
# weights:  111 (72 variable)
initial  value 549.306144 
iter  10 value 460.791772
iter  20 value 423.769302
iter  30 value 408.244973
iter  40 value 385.403116
iter  50 value 375.716701
iter  60 value 367.523883
iter  70 value 364.813672
iter  80 value 364.328150
final  value 364.328136 
converged
# weights:  111 (72 variable)
initial  value 549.306144 
iter  10 value 460.749140
iter  20 value 425.491648
iter  30 value 408.043632
iter  40 value 383.614282
iter  50 value 374.321969
iter  60 value 368.085996
iter  70 value 364.826831
iter  80 value 364.455425
final  value 364.455407 
converged
# weights:  111 (72 variable)
initial  value 549.306144 
iter  10 value 465.216073
iter  20 value 429.584216
iter  30 value 410.415585
iter  40 value 389.654257
iter  50 value 376.177731
iter  60 value 369.271070
iter  70 value 365.023979
iter  80 value 364.389672
final  value 364.389654 
converged
# weights:  111 (72 variable)
initial  value 549.306144 
iter  10 value 460.426176
iter  20 value 425.831483
iter  30 value 409.054154
iter  40 value 384.384119
iter  50 value 375.538608
iter  60 value 369.807401
iter  70 value 365.248106
iter  80 value 364.281689
final  value 364.281627 
converged
# weights:  105 (68 variable)
initial  value 549.306144 
iter  10 value 461.855579
iter  20 value 424.329684
iter  30 value 408.689256
iter  40 value 384.211099
iter  50 value 371.961133
iter  60 value 366.603219
iter  70 value 365.355552
final  value 365.187638 
converged
# weights:  102 (66 variable)
initial  value 549.306144 
iter  10 value 467.165452
iter  20 value 425.435182
iter  30 value 410.539522
iter  40 value 385.756495
iter  50 value 373.980671
iter  60 value 367.395127
iter  70 value 366.563887
final  value 366.477128 
converged
# weights:  102 (66 variable)
initial  value 549.306144 
iter  10 value 466.996091
iter  20 value 423.978988
iter  30 value 411.154005
iter  40 value 387.383513
iter  50 value 372.973398
iter  60 value 367.445259
iter  70 value 366.500209
final  value 366.470250 
converged
# weights:  102 (66 variable)
initial  value 549.306144 
iter  10 value 466.759776
iter  20 value 423.903435
iter  30 value 411.311893
iter  40 value 384.653041
iter  50 value 372.970980
iter  60 value 366.741657
iter  70 value 365.982145
final  value 365.943364 
converged
# weights:  102 (66 variable)
initial  value 549.306144 
iter  10 value 462.067659
iter  20 value 422.353212
iter  30 value 408.698983
iter  40 value 385.310078
iter  50 value 374.534134
iter  60 value 368.469371
iter  70 value 367.585927
final  value 367.548859 
converged
# weights:  102 (66 variable)
initial  value 549.306144 
iter  10 value 467.154663
iter  20 value 427.261618
iter  30 value 411.625991
iter  40 value 387.793287
iter  50 value 376.184650
iter  60 value 370.095758
iter  70 value 369.286885
final  value 369.188405 
converged
# weights:  102 (66 variable)
initial  value 549.306144 
iter  10 value 463.097611
iter  20 value 423.826913
iter  30 value 408.094141
iter  40 value 384.521584
iter  50 value 373.209022
iter  60 value 366.827413
iter  70 value 365.984603
final  value 365.947128 
converged
# weights:  102 (66 variable)
initial  value 549.306144 
iter  10 value 464.150311
iter  20 value 424.853332
iter  30 value 409.130538
iter  40 value 385.475755
iter  50 value 374.371037
iter  60 value 367.696825
iter  70 value 367.076071
final  value 367.054609 
converged
# weights:  102 (66 variable)
initial  value 549.306144 
iter  10 value 467.249120
iter  20 value 425.383935
iter  30 value 410.966203
iter  40 value 386.139432
iter  50 value 375.243103
iter  60 value 368.162847
iter  70 value 366.873028
final  value 366.810191 
converged
# weights:  102 (66 variable)
initial  value 549.306144 
iter  10 value 463.875714
iter  20 value 423.992142
iter  30 value 410.199557
iter  40 value 386.267380
iter  50 value 373.521501
iter  60 value 367.721718
iter  70 value 366.987597
final  value 366.913437 
converged
# weights:  102 (66 variable)
initial  value 549.306144 
iter  10 value 463.546852
iter  20 value 425.711882
iter  30 value 411.143137
iter  40 value 389.468548
iter  50 value 377.982750
iter  60 value 369.460968
iter  70 value 368.711795
final  value 368.669901 
converged
# weights:  102 (66 variable)
initial  value 549.306144 
iter  10 value 462.698055
iter  20 value 424.004919
iter  30 value 409.440348
iter  40 value 384.665186
iter  50 value 372.646934
iter  60 value 366.707459
iter  70 value 366.092256
final  value 366.069812 
converged
# weights:  102 (66 variable)
initial  value 549.306144 
iter  10 value 458.822213
iter  20 value 422.426235
iter  30 value 408.298567
iter  40 value 385.325003
iter  50 value 374.704725
iter  60 value 367.428814
iter  70 value 366.778260
final  value 366.742106 
converged
# weights:  102 (66 variable)
initial  value 549.306144 
iter  10 value 464.436690
iter  20 value 425.675319
iter  30 value 410.744681
iter  40 value 388.741691
iter  50 value 376.099813
iter  60 value 368.216501
iter  70 value 367.281643
final  value 367.185250 
converged
# weights:  102 (66 variable)
initial  value 549.306144 
iter  10 value 462.039065
iter  20 value 425.152971
iter  30 value 408.968373
iter  40 value 387.374449
iter  50 value 375.264921
iter  60 value 368.026924
iter  70 value 366.330735
final  value 366.112640 
converged
# weights:  102 (66 variable)
initial  value 549.306144 
iter  10 value 463.979040
iter  20 value 424.586635
iter  30 value 411.244683
iter  40 value 386.165124
iter  50 value 375.064178
iter  60 value 367.853041
iter  70 value 367.041077
final  value 367.022884 
converged
# weights:  102 (66 variable)
initial  value 549.306144 
iter  10 value 462.156956
iter  20 value 424.913740
iter  30 value 410.980389
iter  40 value 385.878641
iter  50 value 375.436782
iter  60 value 370.706378
iter  70 value 370.308878
final  value 370.300779 
converged
# weights:  102 (66 variable)
initial  value 549.306144 
iter  10 value 463.106411
iter  20 value 423.145671
iter  30 value 409.485565
iter  40 value 387.426040
iter  50 value 373.942195
iter  60 value 367.253709
iter  70 value 366.636358
final  value 366.601765 
converged
# weights:  102 (66 variable)
initial  value 549.306144 
iter  10 value 463.510024
iter  20 value 432.068339
iter  30 value 411.003026
iter  40 value 393.046105
iter  50 value 379.598884
iter  60 value 375.263747
iter  70 value 374.277664
final  value 374.233646 
converged
# weights:  102 (66 variable)
initial  value 549.306144 
iter  10 value 461.943093
iter  20 value 424.054308
iter  30 value 409.791410
iter  40 value 390.837558
iter  50 value 373.321612
iter  60 value 367.067625
iter  70 value 366.149812
final  value 366.108351 
converged
# weights:  102 (66 variable)
initial  value 549.306144 
iter  10 value 461.195519
iter  20 value 423.608483
iter  30 value 409.668429
iter  40 value 389.953046
iter  50 value 373.601121
iter  60 value 367.478248
iter  70 value 366.580845
final  value 366.533018 
converged
# weights:  102 (66 variable)
initial  value 549.306144 
iter  10 value 462.921398
iter  20 value 425.347759
iter  30 value 411.116044
iter  40 value 388.342013
iter  50 value 375.248194
iter  60 value 368.422808
iter  70 value 367.692484
final  value 367.650455 
converged
# weights:  102 (66 variable)
initial  value 549.306144 
iter  10 value 461.405428
iter  20 value 423.602003
iter  30 value 409.338160
iter  40 value 386.181893
iter  50 value 373.948009
iter  60 value 367.084367
iter  70 value 366.456985
final  value 366.441810 
converged
# weights:  102 (66 variable)
initial  value 549.306144 
iter  10 value 459.507615
iter  20 value 422.819125
iter  30 value 409.959830
iter  40 value 388.679398
iter  50 value 375.607003
iter  60 value 366.885525
iter  70 value 366.461658
final  value 366.431539 
converged
# weights:  102 (66 variable)
initial  value 549.306144 
iter  10 value 461.061672
iter  20 value 423.765058
iter  30 value 408.713332
iter  40 value 384.706713
iter  50 value 373.970755
iter  60 value 367.438552
iter  70 value 366.379423
final  value 366.345293 
converged
# weights:  102 (66 variable)
initial  value 549.306144 
iter  10 value 464.009224
iter  20 value 421.125352
iter  30 value 411.838232
iter  40 value 387.745483
iter  50 value 374.294542
iter  60 value 368.705434
iter  70 value 367.992277
final  value 367.968975 
converged
# weights:  102 (66 variable)
initial  value 549.306144 
iter  10 value 462.837965
iter  20 value 424.137905
iter  30 value 409.964944
iter  40 value 386.076947
iter  50 value 373.298810
iter  60 value 367.295567
iter  70 value 366.109185
final  value 366.056670 
converged
# weights:  102 (66 variable)
initial  value 549.306144 
iter  10 value 461.664654
iter  20 value 424.310144
iter  30 value 410.068406
iter  40 value 386.333657
iter  50 value 374.797256
iter  60 value 367.472105
iter  70 value 366.845361
final  value 366.825436 
converged
# weights:  102 (66 variable)
initial  value 549.306144 
iter  10 value 461.843869
iter  20 value 424.363462
iter  30 value 409.546086
iter  40 value 383.938739
iter  50 value 372.847130
iter  60 value 366.396515
iter  70 value 365.803639
final  value 365.768588 
converged
# weights:  102 (66 variable)
initial  value 549.306144 
iter  10 value 466.607057
iter  20 value 431.295538
iter  30 value 417.549848
iter  40 value 397.079842
iter  50 value 385.632665
iter  60 value 380.025071
iter  70 value 379.387499
final  value 379.334442 
converged
# weights:  102 (66 variable)
initial  value 549.306144 
iter  10 value 472.988828
iter  20 value 436.537864
iter  30 value 423.548323
iter  40 value 403.365405
iter  50 value 394.116534
iter  60 value 389.702236
iter  70 value 389.190465
final  value 389.163172 
converged
# weights:  102 (66 variable)
initial  value 549.306144 
iter  10 value 466.180158
iter  20 value 430.137131
iter  30 value 415.455657
iter  40 value 392.253210
iter  50 value 383.807468
iter  60 value 379.064687
iter  70 value 378.420712
final  value 378.397083 
converged
# weights:  102 (66 variable)
initial  value 549.306144 
iter  10 value 466.522202
iter  20 value 431.566323
iter  30 value 418.100536
iter  40 value 398.312570
iter  50 value 385.914280
iter  60 value 379.847245
iter  70 value 379.227550
final  value 379.151936 
converged
# weights:  102 (66 variable)
initial  value 549.306144 
iter  10 value 472.678156
iter  20 value 438.465320
iter  30 value 424.434543
iter  40 value 402.001461
iter  50 value 392.239317
iter  60 value 387.519395
iter  70 value 386.935525
final  value 386.859007 
converged
# weights:  108 (70 variable)
initial  value 549.306144 
iter  10 value 458.781463
iter  20 value 424.329565
iter  30 value 407.800311
iter  40 value 384.776094
iter  50 value 372.821386
iter  60 value 366.674220
iter  70 value 364.776315
iter  80 value 364.608838
iter  80 value 364.608837
iter  80 value 364.608837
final  value 364.608837 
converged
# weights:  108 (70 variable)
initial  value 549.306144 
iter  10 value 464.633899
iter  20 value 429.328753
iter  30 value 409.872815
iter  40 value 385.620509
iter  50 value 372.972152
iter  60 value 367.393931
iter  70 value 364.897312
final  value 364.799889 
converged
# weights:  108 (70 variable)
initial  value 549.306144 
iter  10 value 455.439618
iter  20 value 422.335593
iter  30 value 406.838383
iter  40 value 383.323946
iter  50 value 372.453876
iter  60 value 367.071771
iter  70 value 365.133019
iter  80 value 364.937198
iter  80 value 364.937197
iter  80 value 364.937197
final  value 364.937197 
converged
# weights:  108 (70 variable)
initial  value 549.306144 
iter  10 value 455.331035
iter  20 value 422.438757
iter  30 value 407.049423
iter  40 value 389.805058
iter  50 value 374.136485
iter  60 value 366.655386
iter  70 value 365.028585
iter  80 value 364.731249
iter  80 value 364.731249
iter  80 value 364.731249
final  value 364.731249 
converged
# weights:  108 (70 variable)
initial  value 549.306144 
iter  10 value 459.014221
iter  20 value 424.062119
iter  30 value 408.608698
iter  40 value 387.836622
iter  50 value 373.543697
iter  60 value 366.892066
iter  70 value 365.159381
final  value 365.009579 
converged
# weights:  108 (70 variable)
initial  value 549.306144 
iter  10 value 455.673221
iter  20 value 422.909457
iter  30 value 407.836206
iter  40 value 385.020261
iter  50 value 372.733983
iter  60 value 367.625845
iter  70 value 365.330032
iter  80 value 365.156910
iter  80 value 365.156910
iter  80 value 365.156910
final  value 365.156910 
converged
# weights:  108 (70 variable)
initial  value 549.306144 
iter  10 value 460.087056
iter  20 value 425.569199
iter  30 value 408.327541
iter  40 value 383.283900
iter  50 value 372.632233
iter  60 value 366.880232
iter  70 value 364.751566
final  value 364.659852 
converged
# weights:  108 (70 variable)
initial  value 549.306144 
iter  10 value 459.592018
iter  20 value 424.079942
iter  30 value 408.654738
iter  40 value 387.098768
iter  50 value 372.718818
iter  60 value 367.462579
iter  70 value 365.229357
iter  80 value 364.988051
iter  80 value 364.988050
iter  80 value 364.988050
final  value 364.988050 
converged
# weights:  108 (70 variable)
initial  value 549.306144 
iter  10 value 457.474276
iter  20 value 424.218021
iter  30 value 407.048711
iter  40 value 385.180616
iter  50 value 373.458588
iter  60 value 367.580909
iter  70 value 365.349097
iter  80 value 365.130970
iter  80 value 365.130970
iter  80 value 365.130970
final  value 365.130970 
converged
# weights:  108 (70 variable)
initial  value 549.306144 
iter  10 value 460.168278
iter  20 value 424.981857
iter  30 value 408.568688
iter  40 value 383.691877
iter  50 value 372.198721
iter  60 value 367.367008
iter  70 value 365.024838
iter  80 value 364.725504
iter  80 value 364.725504
iter  80 value 364.725503
final  value 364.725503 
converged
# weights:  108 (70 variable)
initial  value 549.306144 
iter  10 value 462.344697
iter  20 value 424.398988
iter  30 value 408.908190
iter  40 value 386.230279
iter  50 value 373.769009
iter  60 value 367.499467
iter  70 value 365.012166
iter  80 value 364.778538
iter  80 value 364.778538
iter  80 value 364.778538
final  value 364.778538 
converged
# weights:  108 (70 variable)
initial  value 549.306144 
iter  10 value 461.331905
iter  20 value 424.192728
iter  30 value 408.624936
iter  40 value 385.747002
iter  50 value 371.350730
iter  60 value 366.615219
iter  70 value 365.132729
final  value 364.889194 
converged
# weights:  108 (70 variable)
initial  value 549.306144 
iter  10 value 460.610999
iter  20 value 425.027996
iter  30 value 408.626844
iter  40 value 389.329811
iter  50 value 373.612501
iter  60 value 367.332515
iter  70 value 364.974005
final  value 364.611029 
converged
# weights:  108 (70 variable)
initial  value 549.306144 
iter  10 value 462.095653
iter  20 value 423.300139
iter  30 value 408.878940
iter  40 value 387.102295
iter  50 value 372.638038
iter  60 value 367.807505
iter  70 value 365.303860
iter  80 value 364.959029
iter  80 value 364.959028
iter  80 value 364.959028
final  value 364.959028 
converged
# weights:  108 (70 variable)
initial  value 549.306144 
iter  10 value 461.958441
iter  20 value 425.005982
iter  30 value 408.699560
iter  40 value 383.886861
iter  50 value 373.306328
iter  60 value 367.394027
iter  70 value 365.224866
iter  80 value 365.069312
iter  80 value 365.069312
iter  80 value 365.069312
final  value 365.069312 
converged
# weights:  108 (70 variable)
initial  value 549.306144 
iter  10 value 466.484854
iter  20 value 428.364554
iter  30 value 413.039290
iter  40 value 389.190556
iter  50 value 373.191697
iter  60 value 368.414268
iter  70 value 365.310296
final  value 364.997378 
converged
# weights:  108 (70 variable)
initial  value 549.306144 
iter  10 value 461.801286
iter  20 value 424.745539
iter  30 value 409.608811
iter  40 value 386.739716
iter  50 value 374.084928
iter  60 value 367.262685
iter  70 value 365.145533
iter  80 value 364.936748
iter  80 value 364.936747
iter  80 value 364.936747
final  value 364.936747 
converged
# weights:  102 (66 variable)
initial  value 549.306144 
iter  10 value 461.843869
iter  20 value 424.363462
iter  30 value 409.546086
iter  40 value 383.938739
iter  50 value 372.847130
iter  60 value 366.396515
iter  70 value 365.803639
final  value 365.768588 
converged
# weights:  99 (64 variable)
initial  value 549.306144 
iter  10 value 467.000585
iter  20 value 425.836123
iter  30 value 411.197208
iter  40 value 386.928970
iter  50 value 377.404833
iter  60 value 367.665958
iter  70 value 367.046075
final  value 367.045123 
converged
# weights:  99 (64 variable)
initial  value 549.306144 
iter  10 value 466.996762
iter  20 value 424.545260
iter  30 value 411.462346
iter  40 value 385.061952
iter  50 value 375.357469
iter  60 value 367.786783
iter  70 value 367.036981
final  value 367.035645 
converged
# weights:  99 (64 variable)
initial  value 549.306144 
iter  10 value 466.826024
iter  20 value 424.482356
iter  30 value 410.072307
iter  40 value 383.927795
iter  50 value 373.053249
iter  60 value 367.081427
iter  70 value 366.513927
final  value 366.512650 
converged
# weights:  99 (64 variable)
initial  value 549.306144 
iter  10 value 462.027598
iter  20 value 423.031035
iter  30 value 411.433058
iter  40 value 386.987279
iter  50 value 374.340902
iter  60 value 368.685346
iter  70 value 368.100108
final  value 368.099058 
converged
# weights:  99 (64 variable)
initial  value 549.306144 
iter  10 value 467.077036
iter  20 value 427.828026
iter  30 value 414.240239
iter  40 value 389.897949
iter  50 value 376.289568
iter  60 value 370.500776
iter  70 value 369.783154
final  value 369.781729 
converged
# weights:  99 (64 variable)
initial  value 549.306144 
iter  10 value 463.099262
iter  20 value 423.933812
iter  30 value 408.519055
iter  40 value 387.157058
iter  50 value 373.327517
iter  60 value 367.061578
iter  70 value 366.568756
final  value 366.567833 
converged
# weights:  99 (64 variable)
initial  value 549.306144 
iter  10 value 464.128951
iter  20 value 425.539575
iter  30 value 408.623564
iter  40 value 382.911601
iter  50 value 373.790550
iter  60 value 367.991396
iter  70 value 367.573818
final  value 367.572995 
converged
# weights:  99 (64 variable)
initial  value 549.306144 
iter  10 value 467.176440
iter  20 value 425.597870
iter  30 value 411.650673
iter  40 value 388.525673
iter  50 value 373.717805
iter  60 value 367.908663
iter  70 value 367.389046
final  value 367.388000 
converged
# weights:  99 (64 variable)
initial  value 549.306144 
iter  10 value 463.929157
iter  20 value 424.324872
iter  30 value 410.936354
iter  40 value 384.284558
iter  50 value 373.905635
iter  60 value 368.001794
iter  70 value 367.546470
final  value 367.545754 
converged
# weights:  99 (64 variable)
initial  value 549.306144 
iter  10 value 463.488074
iter  20 value 426.217340
iter  30 value 410.654468
iter  40 value 386.182970
iter  50 value 375.804020
iter  60 value 369.427734
iter  70 value 368.958737
final  value 368.957489 
converged
# weights:  99 (64 variable)
initial  value 549.306144 
iter  10 value 462.791311
iter  20 value 424.021160
iter  30 value 410.644854
iter  40 value 384.054632
iter  50 value 373.258304
iter  60 value 367.099976
iter  70 value 366.668467
final  value 366.667609 
converged
# weights:  99 (64 variable)
initial  value 549.306144 
iter  10 value 458.615434
iter  20 value 422.378430
iter  30 value 408.378922
iter  40 value 389.132025
iter  50 value 376.216891
iter  60 value 367.859355
iter  70 value 367.342044
final  value 367.340714 
converged
# weights:  99 (64 variable)
initial  value 549.306144 
iter  10 value 464.557886
iter  20 value 425.621298
iter  30 value 411.397085
iter  40 value 385.484618
iter  50 value 373.734639
iter  60 value 368.370839
iter  70 value 367.688225
final  value 367.686261 
converged
# weights:  99 (64 variable)
initial  value 549.306144 
iter  10 value 462.009116
iter  20 value 425.264917
iter  30 value 410.644926
iter  40 value 385.181034
iter  50 value 372.576897
iter  60 value 367.520898
iter  70 value 366.721568
final  value 366.718607 
converged
# weights:  99 (64 variable)
initial  value 549.306144 
iter  10 value 464.044732
iter  20 value 424.515147
iter  30 value 411.254239
iter  40 value 389.557053
iter  50 value 374.049529
iter  60 value 368.488014
iter  70 value 367.552321
final  value 367.549967 
converged
# weights:  99 (64 variable)
initial  value 549.306144 
iter  10 value 462.143906
iter  20 value 425.140785
iter  30 value 411.026766
iter  40 value 387.098573
iter  50 value 374.858829
iter  60 value 371.826540
iter  70 value 370.886837
final  value 370.885351 
converged
# weights:  99 (64 variable)
initial  value 549.306144 
iter  10 value 463.207599
iter  20 value 423.410334
iter  30 value 408.967660
iter  40 value 390.138593
iter  50 value 374.564684
iter  60 value 367.923712
iter  70 value 367.271778
final  value 367.270509 
converged
# weights:  99 (64 variable)
initial  value 549.306144 
iter  10 value 463.466160
iter  20 value 431.790729
iter  30 value 411.548472
iter  40 value 393.032007
iter  50 value 379.306050
iter  60 value 374.801823
iter  70 value 374.521379
final  value 374.515275 
converged
# weights:  99 (64 variable)
initial  value 549.306144 
iter  10 value 461.959966
iter  20 value 424.153499
iter  30 value 409.764277
iter  40 value 390.811720
iter  50 value 373.773192
iter  60 value 367.270806
iter  70 value 366.645748
final  value 366.644467 
converged
# weights:  99 (64 variable)
initial  value 549.306144 
iter  10 value 461.065172
iter  20 value 424.122346
iter  30 value 410.155364
iter  40 value 389.398625
iter  50 value 374.414338
iter  60 value 368.084955
iter  70 value 367.139483
final  value 367.137713 
converged
# weights:  99 (64 variable)
initial  value 549.306144 
iter  10 value 462.912001
iter  20 value 425.484199
iter  30 value 412.240300
iter  40 value 392.904539
iter  50 value 376.248526
iter  60 value 368.805024
iter  70 value 368.221986
final  value 368.221070 
converged
# weights:  99 (64 variable)
initial  value 549.306144 
iter  10 value 461.264065
iter  20 value 423.597397
iter  30 value 409.315036
iter  40 value 389.986507
iter  50 value 375.583273
iter  60 value 367.573617
iter  70 value 366.981049
final  value 366.979202 
converged
# weights:  99 (64 variable)
initial  value 549.306144 
iter  10 value 459.738393
iter  20 value 422.975322
iter  30 value 410.474076
iter  40 value 385.067587
iter  50 value 373.501431
iter  60 value 367.461038
iter  70 value 367.051693
final  value 367.049734 
converged
# weights:  99 (64 variable)
initial  value 549.306144 
iter  10 value 461.054269
iter  20 value 424.163146
iter  30 value 409.227738
iter  40 value 390.278636
iter  50 value 376.578440
iter  60 value 367.568165
iter  70 value 366.883495
final  value 366.882571 
converged
# weights:  99 (64 variable)
initial  value 549.306144 
iter  10 value 463.928619
iter  20 value 421.499430
iter  30 value 412.200785
iter  40 value 383.194091
iter  50 value 374.039452
iter  60 value 369.155238
iter  70 value 368.506999
final  value 368.505257 
converged
# weights:  99 (64 variable)
initial  value 549.306144 
iter  10 value 462.917737
iter  20 value 424.388147
iter  30 value 409.942930
iter  40 value 385.528069
iter  50 value 373.458903
iter  60 value 367.408740
iter  70 value 366.632712
final  value 366.630914 
converged
# weights:  99 (64 variable)
initial  value 549.306144 
iter  10 value 461.664690
iter  20 value 425.047512
iter  30 value 411.435699
iter  40 value 387.102347
iter  50 value 375.640997
iter  60 value 369.204879
iter  70 value 367.409256
final  value 367.407101 
converged
# weights:  99 (64 variable)
initial  value 549.306144 
iter  10 value 466.633967
iter  20 value 431.152615
iter  30 value 418.193202
iter  40 value 394.016287
iter  50 value 386.625158
iter  60 value 380.694331
iter  70 value 379.804480
final  value 379.801626 
converged
# weights:  99 (64 variable)
initial  value 549.306144 
iter  10 value 472.980940
iter  20 value 436.655332
iter  30 value 424.492368
iter  40 value 403.229873
iter  50 value 395.251338
iter  60 value 390.627855
iter  70 value 390.022045
final  value 390.021552 
converged
# weights:  99 (64 variable)
initial  value 549.306144 
iter  10 value 466.052295
iter  20 value 429.748384
iter  30 value 416.226190
iter  40 value 393.415838
iter  50 value 385.914899
iter  60 value 379.658138
iter  70 value 378.875403
final  value 378.873927 
converged
# weights:  99 (64 variable)
initial  value 549.306144 
iter  10 value 466.542114
iter  20 value 431.605955
iter  30 value 418.881195
iter  40 value 394.472461
iter  50 value 386.224740
iter  60 value 380.300146
iter  70 value 379.897265
final  value 379.896342 
converged
# weights:  99 (64 variable)
initial  value 549.306144 
iter  10 value 472.910355
iter  20 value 439.144868
iter  30 value 425.135952
iter  40 value 402.280768
iter  50 value 392.298637
iter  60 value 388.452046
iter  70 value 387.840606
final  value 387.840202 
converged
# weights:  105 (68 variable)
initial  value 549.306144 
iter  10 value 458.696616
iter  20 value 424.205350
iter  30 value 408.044881
iter  40 value 387.358811
iter  50 value 373.873306
iter  60 value 366.456927
iter  70 value 365.240197
final  value 365.183324 
converged
# weights:  105 (68 variable)
initial  value 549.306144 
iter  10 value 460.339749
iter  20 value 424.606099
iter  30 value 407.258939
iter  40 value 384.333968
iter  50 value 373.093099
iter  60 value 366.797314
iter  70 value 365.498187
final  value 365.321973 
converged
# weights:  105 (68 variable)
initial  value 549.306144 
iter  10 value 455.398847
iter  20 value 422.499741
iter  30 value 407.102856
iter  40 value 384.435381
iter  50 value 373.807694
iter  60 value 366.550909
iter  70 value 365.730140
final  value 365.555559 
converged
# weights:  105 (68 variable)
initial  value 549.306144 
iter  10 value 455.236272
iter  20 value 422.559565
iter  30 value 407.390777
iter  40 value 390.410565
iter  50 value 373.056789
iter  60 value 366.663271
iter  70 value 365.448565
final  value 365.299047 
converged
# weights:  105 (68 variable)
initial  value 549.306144 
iter  10 value 458.900548
iter  20 value 424.735528
iter  30 value 410.620201
iter  40 value 384.844584
iter  50 value 373.509467
iter  60 value 366.505017
iter  70 value 365.642828
final  value 365.603524 
converged
# weights:  105 (68 variable)
initial  value 549.306144 
iter  10 value 455.522531
iter  20 value 422.715865
iter  30 value 407.356891
iter  40 value 385.121064
iter  50 value 372.757497
iter  60 value 367.109669
iter  70 value 365.876890
final  value 365.748457 
converged
# weights:  105 (68 variable)
initial  value 549.306144 
iter  10 value 459.966060
iter  20 value 425.261695
iter  30 value 408.968260
iter  40 value 384.338179
iter  50 value 375.031251
iter  60 value 366.437954
iter  70 value 365.284147
final  value 365.228810 
converged
# weights:  105 (68 variable)
initial  value 549.306144 
iter  10 value 459.771270
iter  20 value 424.270627
iter  30 value 408.917171
iter  40 value 386.620247
iter  50 value 373.938442
iter  60 value 366.346463
iter  70 value 365.635512
final  value 365.586855 
converged
# weights:  105 (68 variable)
initial  value 549.306144 
iter  10 value 457.367239
iter  20 value 423.809247
iter  30 value 408.270314
iter  40 value 384.156150
iter  50 value 373.632061
iter  60 value 367.541936
iter  70 value 365.774191
final  value 365.700168 
converged
# weights:  105 (68 variable)
initial  value 549.306144 
iter  10 value 460.157018
iter  20 value 424.916154
iter  30 value 409.060134
iter  40 value 385.298540
iter  50 value 373.609595
iter  60 value 366.139192
iter  70 value 365.483697
final  value 365.334166 
converged
# weights:  105 (68 variable)
initial  value 549.306144 
iter  10 value 462.312815
iter  20 value 424.785175
iter  30 value 409.355312
iter  40 value 387.024341
iter  50 value 372.331117
iter  60 value 366.298524
iter  70 value 365.430964
final  value 365.371783 
converged
# weights:  105 (68 variable)
initial  value 549.306144 
iter  10 value 461.299324
iter  20 value 424.066606
iter  30 value 409.090076
iter  40 value 386.617648
iter  50 value 373.293635
iter  60 value 366.272881
iter  70 value 365.658905
final  value 365.454503 
converged
# weights:  105 (68 variable)
initial  value 549.306144 
iter  10 value 460.613300
iter  20 value 425.107957
iter  30 value 409.194915
iter  40 value 384.583460
iter  50 value 374.313183
iter  60 value 367.865699
iter  70 value 365.410801
final  value 365.224946 
converged
# weights:  105 (68 variable)
initial  value 549.306144 
iter  10 value 462.023283
iter  20 value 423.536941
iter  30 value 409.142885
iter  40 value 386.811629
iter  50 value 373.720606
iter  60 value 367.512731
iter  70 value 365.651721
final  value 365.465152 
converged
# weights:  105 (68 variable)
initial  value 549.306144 
iter  10 value 461.854291
iter  20 value 424.952973
iter  30 value 409.169548
iter  40 value 385.452888
iter  50 value 373.582323
iter  60 value 366.446203
iter  70 value 365.769515
final  value 365.668511 
converged
# weights:  105 (68 variable)
initial  value 549.306144 
iter  10 value 462.525512
iter  20 value 424.652933
iter  30 value 408.708839
iter  40 value 385.680033
iter  50 value 373.172031
iter  60 value 366.971870
iter  70 value 365.630900
final  value 365.485770 
converged
# weights:  105 (68 variable)
initial  value 549.306144 
iter  10 value 461.924277
iter  20 value 425.151014
iter  30 value 408.886296
iter  40 value 385.382550
iter  50 value 374.756789
iter  60 value 367.435200
iter  70 value 365.588957
final  value 365.457612 
converged
# weights:  105 (68 variable)
initial  value 549.306144 
iter  10 value 461.855579
iter  20 value 424.329684
iter  30 value 408.689256
iter  40 value 384.211099
iter  50 value 371.961133
iter  60 value 366.603219
iter  70 value 365.355552
final  value 365.187638 
converged
# weights:  99 (64 variable)
initial  value 549.306144 
iter  10 value 466.826024
iter  20 value 424.482356
iter  30 value 410.072307
iter  40 value 383.927795
iter  50 value 373.053249
iter  60 value 367.081427
iter  70 value 366.513927
final  value 366.512650 
converged
# weights:  96 (62 variable)
initial  value 549.306144 
iter  10 value 472.024919
iter  20 value 425.387088
iter  30 value 410.411248
iter  40 value 387.718747
iter  50 value 371.428203
iter  60 value 368.439218
iter  70 value 367.848241
final  value 367.848197 
converged
# weights:  96 (62 variable)
initial  value 549.306144 
iter  10 value 471.959334
iter  20 value 425.459682
iter  30 value 413.625762
iter  40 value 393.276827
iter  50 value 374.405465
iter  60 value 368.570950
iter  70 value 367.627981
final  value 367.627951 
converged
# weights:  96 (62 variable)
initial  value 549.306144 
iter  10 value 467.230369
iter  20 value 424.246019
iter  30 value 410.127484
iter  40 value 387.490505
iter  50 value 373.541859
iter  60 value 369.580102
iter  70 value 368.951756
final  value 368.951710 
converged
# weights:  96 (62 variable)
initial  value 549.306144 
iter  10 value 472.343098
iter  20 value 428.725768
iter  30 value 405.553075
iter  40 value 387.735636
iter  50 value 375.959180
iter  60 value 371.234231
iter  70 value 370.533773
final  value 370.533746 
converged
# weights:  96 (62 variable)
initial  value 549.306144 
iter  10 value 468.343169
iter  20 value 424.693420
iter  30 value 409.694462
iter  40 value 385.974266
iter  50 value 372.202137
iter  60 value 368.410342
iter  70 value 367.338096
final  value 367.337992 
converged
# weights:  96 (62 variable)
initial  value 549.306144 
iter  10 value 469.312468
iter  20 value 425.860203
iter  30 value 406.857247
iter  40 value 385.122833
iter  50 value 373.799943
iter  60 value 368.708502
iter  70 value 368.316391
final  value 368.316380 
converged
# weights:  96 (62 variable)
initial  value 549.306144 
iter  10 value 474.661387
iter  20 value 432.454429
iter  30 value 418.758120
iter  40 value 388.070427
iter  50 value 376.659849
iter  60 value 368.966632
iter  70 value 368.232128
final  value 368.231902 
converged
# weights:  96 (62 variable)
initial  value 549.306144 
iter  10 value 469.000292
iter  20 value 424.735015
iter  30 value 410.775676
iter  40 value 388.511044
iter  50 value 372.259247
iter  60 value 369.098807
iter  70 value 368.423612
final  value 368.423587 
converged
# weights:  96 (62 variable)
initial  value 549.306144 
iter  10 value 469.379764
iter  20 value 427.084734
iter  30 value 407.016509
iter  40 value 385.216064
iter  50 value 374.113693
iter  60 value 370.357016
iter  70 value 369.798844
final  value 369.798793 
converged
# weights:  96 (62 variable)
initial  value 549.306144 
iter  10 value 467.133581
iter  20 value 424.883158
iter  30 value 411.348821
iter  40 value 388.215708
iter  50 value 371.703530
iter  60 value 368.546467
iter  70 value 367.396170
final  value 367.396057 
converged
# weights:  96 (62 variable)
initial  value 549.306144 
iter  10 value 463.314929
iter  20 value 423.649964
iter  30 value 410.041784
iter  40 value 389.796286
iter  50 value 372.776498
iter  60 value 369.249540
iter  70 value 368.089538
final  value 368.089477 
converged
# weights:  96 (62 variable)
initial  value 549.306144 
iter  10 value 469.442630
iter  20 value 426.530885
iter  30 value 413.407789
iter  40 value 388.642982
iter  50 value 372.704445
iter  60 value 369.449199
iter  70 value 368.491910
final  value 368.491890 
converged
# weights:  96 (62 variable)
initial  value 549.306144 
iter  10 value 466.895372
iter  20 value 425.392517
iter  30 value 410.673945
iter  40 value 388.836783
iter  50 value 371.133638
iter  60 value 368.082114
iter  70 value 367.493041
final  value 367.492976 
converged
# weights:  96 (62 variable)
initial  value 549.306144 
iter  10 value 469.176855
iter  20 value 425.217836
iter  30 value 408.580090
iter  40 value 391.180513
iter  50 value 373.226104
iter  60 value 369.279082
iter  70 value 368.549161
final  value 368.549092 
converged
# weights:  96 (62 variable)
initial  value 549.306144 
iter  10 value 467.033720
iter  20 value 425.737548
iter  30 value 410.879617
iter  40 value 383.120622
iter  50 value 373.909167
iter  60 value 371.753542
iter  70 value 371.648833
final  value 371.648826 
converged
# weights:  96 (62 variable)
initial  value 549.306144 
iter  10 value 467.542454
iter  20 value 423.202888
iter  30 value 408.437884
iter  40 value 387.851141
iter  50 value 372.865284
iter  60 value 368.460097
iter  70 value 367.715785
final  value 367.715694 
converged
# weights:  96 (62 variable)
initial  value 549.306144 
iter  10 value 468.645447
iter  20 value 430.700976
iter  30 value 414.230979
iter  40 value 392.700976
iter  50 value 378.801075
iter  60 value 375.243946
iter  70 value 375.101661
final  value 375.101434 
converged
# weights:  96 (62 variable)
initial  value 549.306144 
iter  10 value 467.099206
iter  20 value 424.634085
iter  30 value 409.732733
iter  40 value 392.562454
iter  50 value 371.384579
iter  60 value 368.122934
iter  70 value 367.481065
final  value 367.480946 
converged
# weights:  96 (62 variable)
initial  value 549.306144 
iter  10 value 466.050581
iter  20 value 423.461034
iter  30 value 412.484132
iter  40 value 384.518710
iter  50 value 370.736096
iter  60 value 368.406420
iter  70 value 367.815756
final  value 367.815737 
converged
# weights:  96 (62 variable)
initial  value 549.306144 
iter  10 value 468.327693
iter  20 value 425.414761
iter  30 value 413.943019
iter  40 value 386.035090
iter  50 value 373.814385
iter  60 value 369.837556
iter  70 value 369.083607
final  value 369.083534 
converged
# weights:  96 (62 variable)
initial  value 549.306144 
iter  10 value 466.571172
iter  20 value 423.431102
iter  30 value 411.542988
iter  40 value 386.371041
iter  50 value 373.126670
iter  60 value 368.409185
iter  70 value 367.797926
final  value 367.797876 
converged
# weights:  96 (62 variable)
initial  value 549.306144 
iter  10 value 472.050015
iter  20 value 429.597946
iter  30 value 415.361971
iter  40 value 389.242320
iter  50 value 373.435183
iter  60 value 368.605359
iter  70 value 367.930764
final  value 367.930722 
converged
# weights:  96 (62 variable)
initial  value 549.306144 
iter  10 value 466.316083
iter  20 value 424.768265
iter  30 value 409.528705
iter  40 value 382.957263
iter  50 value 371.086051
iter  60 value 368.568750
iter  70 value 367.748707
final  value 367.748665 
converged
# weights:  96 (62 variable)
initial  value 549.306144 
iter  10 value 469.022656
iter  20 value 423.786893
iter  30 value 412.794456
iter  40 value 383.005167
iter  50 value 371.901975
iter  60 value 369.660614
iter  70 value 369.167580
final  value 369.167573 
converged
# weights:  96 (62 variable)
initial  value 549.306144 
iter  10 value 467.610163
iter  20 value 424.356448
iter  30 value 409.642707
iter  40 value 385.909545
iter  50 value 374.034286
iter  60 value 368.062086
iter  70 value 367.398924
final  value 367.398882 
converged
# weights:  96 (62 variable)
initial  value 549.306144 
iter  10 value 465.706055
iter  20 value 423.886885
iter  30 value 410.241878
iter  40 value 391.360296
iter  50 value 376.103973
iter  60 value 369.683152
iter  70 value 368.167810
final  value 368.167660 
converged
# weights:  96 (62 variable)
initial  value 549.306144 
iter  10 value 471.435331
iter  20 value 431.129986
iter  30 value 418.758697
iter  40 value 394.887430
iter  50 value 384.856605
iter  60 value 380.797145
iter  70 value 380.481260
iter  70 value 380.481257
iter  70 value 380.481257
final  value 380.481257 
converged
# weights:  96 (62 variable)
initial  value 549.306144 
iter  10 value 477.718078
iter  20 value 437.192945
iter  30 value 426.629335
iter  40 value 408.539478
iter  50 value 394.867110
iter  60 value 391.240848
iter  70 value 390.952377
final  value 390.952369 
converged
# weights:  96 (62 variable)
initial  value 549.306144 
iter  10 value 470.918826
iter  20 value 429.322784
iter  30 value 414.427369
iter  40 value 396.280660
iter  50 value 385.610174
iter  60 value 380.409849
iter  70 value 379.557151
final  value 379.557136 
converged
# weights:  96 (62 variable)
initial  value 549.306144 
iter  10 value 471.307924
iter  20 value 431.822986
iter  30 value 419.310673
iter  40 value 396.743154
iter  50 value 384.381004
iter  60 value 381.120772
iter  70 value 380.508160
final  value 380.508119 
converged
# weights:  96 (62 variable)
initial  value 549.306144 
iter  10 value 477.331856
iter  20 value 439.988016
iter  30 value 426.354416
iter  40 value 404.877743
iter  50 value 394.446969
iter  60 value 389.541686
iter  70 value 388.795408
final  value 388.795382 
converged
# weights:  102 (66 variable)
initial  value 549.306144 
iter  10 value 463.461070
iter  20 value 424.557390
iter  30 value 410.454841
iter  40 value 383.506181
iter  50 value 372.609626
iter  60 value 366.379210
iter  70 value 365.914002
final  value 365.886697 
converged
# weights:  102 (66 variable)
initial  value 549.306144 
iter  10 value 464.633675
iter  20 value 427.173927
iter  30 value 412.420709
iter  40 value 386.634264
iter  50 value 373.277872
iter  60 value 366.777761
iter  70 value 366.079987
final  value 366.055758 
converged
# weights:  102 (66 variable)
initial  value 549.306144 
iter  10 value 461.843869
iter  20 value 424.363462
iter  30 value 409.546086
iter  40 value 383.938739
iter  50 value 372.847130
iter  60 value 366.396515
iter  70 value 365.803639
final  value 365.768588 
converged
# weights:  102 (66 variable)
initial  value 549.306144 
iter  10 value 460.527693
iter  20 value 422.877951
iter  30 value 409.061108
iter  40 value 382.624042
iter  50 value 373.803772
iter  60 value 366.656955
iter  70 value 366.252203
final  value 366.230444 
converged
# weights:  102 (66 variable)
initial  value 549.306144 
iter  10 value 459.592886
iter  20 value 422.881272
iter  30 value 409.120286
iter  40 value 385.600493
iter  50 value 373.241274
iter  60 value 366.949491
iter  70 value 366.109226
final  value 366.071741 
converged
# weights:  102 (66 variable)
initial  value 549.306144 
iter  10 value 463.596294
iter  20 value 424.549324
iter  30 value 411.012315
iter  40 value 383.922491
iter  50 value 372.702037
iter  60 value 366.914476
iter  70 value 366.411297
final  value 366.345996 
converged
# weights:  102 (66 variable)
initial  value 549.306144 
iter  10 value 460.592954
iter  20 value 422.792638
iter  30 value 409.640100
iter  40 value 382.550437
iter  50 value 372.646376
iter  60 value 367.143126
iter  70 value 366.526456
final  value 366.503008 
converged
# weights:  102 (66 variable)
initial  value 549.306144 
iter  10 value 464.722396
iter  20 value 426.230205
iter  30 value 411.938786
iter  40 value 386.640363
iter  50 value 372.256526
iter  60 value 366.378913
iter  70 value 365.897277
final  value 365.886309 
converged
# weights:  102 (66 variable)
initial  value 549.306144 
iter  10 value 464.454026
iter  20 value 424.419133
iter  30 value 409.060888
iter  40 value 385.752728
iter  50 value 373.780257
iter  60 value 367.296442
iter  70 value 366.346549
final  value 366.300472 
converged
# weights:  102 (66 variable)
initial  value 549.306144 
iter  10 value 462.142180
iter  20 value 423.979503
iter  30 value 409.641507
iter  40 value 386.810356
iter  50 value 373.835702
iter  60 value 367.404602
iter  70 value 366.553279
final  value 366.471577 
converged
# weights:  102 (66 variable)
initial  value 549.306144 
iter  10 value 464.842244
iter  20 value 425.078044
iter  30 value 410.591810
iter  40 value 385.807838
iter  50 value 374.351178
iter  60 value 366.616399
iter  70 value 366.038738
final  value 365.988010 
converged
# weights:  102 (66 variable)
initial  value 549.306144 
iter  10 value 467.260986
iter  20 value 424.560844
iter  30 value 410.766176
iter  40 value 385.375335
iter  50 value 374.205524
iter  60 value 366.986218
iter  70 value 366.183143
final  value 366.118882 
converged
# weights:  102 (66 variable)
initial  value 549.306144 
iter  10 value 466.306616
iter  20 value 423.800672
iter  30 value 409.762131
iter  40 value 384.730524
iter  50 value 372.256885
iter  60 value 367.381052
iter  70 value 366.341105
final  value 366.213988 
converged
# weights:  102 (66 variable)
initial  value 549.306144 
iter  10 value 465.400952
iter  20 value 424.993228
iter  30 value 410.163619
iter  40 value 385.718648
iter  50 value 376.200565
iter  60 value 367.581097
iter  70 value 365.986978
final  value 365.975607 
converged
# weights:  102 (66 variable)
initial  value 549.306144 
iter  10 value 467.016442
iter  20 value 424.132018
iter  30 value 410.988350
iter  40 value 384.358398
iter  50 value 372.716397
iter  60 value 367.529294
iter  70 value 366.220271
final  value 366.202246 
converged
# weights:  102 (66 variable)
initial  value 549.306144 
iter  10 value 466.808771
iter  20 value 425.010034
iter  30 value 409.654376
iter  40 value 383.487295
iter  50 value 372.755864
iter  60 value 366.970121
iter  70 value 366.502131
final  value 366.458807 
converged
# weights:  102 (66 variable)
initial  value 549.306144 
iter  10 value 467.140867
iter  20 value 424.329622
iter  30 value 409.826251
iter  40 value 384.963231
iter  50 value 373.511033
iter  60 value 366.834759
iter  70 value 366.286061
final  value 366.257070 
converged
# weights:  102 (66 variable)
initial  value 549.306144 
iter  10 value 467.197850
iter  20 value 424.707475
iter  30 value 411.101226
iter  40 value 385.786921
iter  50 value 372.628974
iter  60 value 367.123377
iter  70 value 366.278830
final  value 366.196642 
converged
# weights:  102 (66 variable)
initial  value 549.306144 
iter  10 value 466.759776
iter  20 value 423.903435
iter  30 value 411.311893
iter  40 value 384.653041
iter  50 value 372.970980
iter  60 value 366.741657
iter  70 value 365.982145
final  value 365.943364 
converged
# weights:  96 (62 variable)
initial  value 549.306144 
iter  10 value 468.343169
iter  20 value 424.693420
iter  30 value 409.694462
iter  40 value 385.974266
iter  50 value 372.202137
iter  60 value 368.410342
iter  70 value 367.338096
final  value 367.337992 
converged
# weights:  93 (60 variable)
initial  value 549.306144 
iter  10 value 472.876132
iter  20 value 429.778853
iter  30 value 416.210044
iter  40 value 389.863389
iter  50 value 371.843626
iter  60 value 369.174379
final  value 368.616659 
converged
# weights:  93 (60 variable)
initial  value 549.306144 
iter  10 value 473.044803
iter  20 value 428.797557
iter  30 value 414.203959
iter  40 value 387.896183
iter  50 value 371.714956
iter  60 value 368.828896
final  value 368.538945 
converged
# weights:  93 (60 variable)
initial  value 549.306144 
iter  10 value 468.844535
iter  20 value 427.934853
iter  30 value 415.186276
iter  40 value 392.285675
iter  50 value 372.525496
iter  60 value 370.095268
final  value 369.802066 
converged
# weights:  93 (60 variable)
initial  value 549.306144 
iter  10 value 474.399599
iter  20 value 431.750239
iter  30 value 412.680048
iter  40 value 390.204575
iter  50 value 374.755533
iter  60 value 371.599234
final  value 371.208290 
converged
# weights:  93 (60 variable)
initial  value 549.306144 
iter  10 value 471.458749
iter  20 value 430.319106
iter  30 value 413.933201
iter  40 value 390.122805
iter  50 value 373.038821
iter  60 value 369.922119
iter  70 value 369.142179
iter  70 value 369.142178
iter  70 value 369.142178
final  value 369.142178 
converged
# weights:  93 (60 variable)
initial  value 549.306144 
iter  10 value 473.981104
iter  20 value 430.917714
iter  30 value 416.025790
iter  40 value 394.004885
iter  50 value 371.953773
iter  60 value 369.317766
final  value 369.009609 
converged
# weights:  93 (60 variable)
initial  value 549.306144 
iter  10 value 470.369463
iter  20 value 429.352136
iter  30 value 413.749297
iter  40 value 391.622369
iter  50 value 373.192566
iter  60 value 369.502328
final  value 369.333561 
converged
# weights:  93 (60 variable)
initial  value 549.306144 
iter  10 value 475.185065
iter  20 value 434.786143
iter  30 value 420.180848
iter  40 value 397.408305
iter  50 value 374.191298
iter  60 value 370.969381
final  value 370.638413 
converged
# weights:  93 (60 variable)
initial  value 549.306144 
iter  10 value 468.538976
iter  20 value 423.722820
iter  30 value 412.161268
iter  40 value 386.809113
iter  50 value 370.654615
iter  60 value 368.332639
final  value 368.157878 
converged
# weights:  93 (60 variable)
initial  value 549.306144 
iter  10 value 464.731166
iter  20 value 422.529984
iter  30 value 407.659452
iter  40 value 386.165247
iter  50 value 371.860731
iter  60 value 369.148545
final  value 368.852163 
converged
# weights:  93 (60 variable)
initial  value 549.306144 
iter  10 value 470.762729
iter  20 value 426.710706
iter  30 value 412.850030
iter  40 value 389.902290
iter  50 value 372.070096
iter  60 value 369.592420
final  value 369.287383 
converged
# weights:  93 (60 variable)
initial  value 549.306144 
iter  10 value 468.406573
iter  20 value 425.641646
iter  30 value 409.126791
iter  40 value 388.571099
iter  50 value 373.009148
iter  60 value 368.679762
final  value 368.245453 
converged
# weights:  93 (60 variable)
initial  value 549.306144 
iter  10 value 470.465925
iter  20 value 428.179158
iter  30 value 409.808716
iter  40 value 389.253616
iter  50 value 372.775992
iter  60 value 369.811604
final  value 369.476804 
converged
# weights:  93 (60 variable)
initial  value 549.306144 
iter  10 value 468.536236
iter  20 value 426.070527
iter  30 value 407.295213
iter  40 value 386.283449
iter  50 value 375.183139
iter  60 value 372.625866
final  value 372.493654 
converged
# weights:  93 (60 variable)
initial  value 549.306144 
iter  10 value 469.081939
iter  20 value 422.461505
iter  30 value 408.923867
iter  40 value 390.515281
iter  50 value 371.013813
iter  60 value 368.844173
final  value 368.535078 
converged
# weights:  93 (60 variable)
initial  value 549.306144 
iter  10 value 470.213658
iter  20 value 430.229360
iter  30 value 414.467521
iter  40 value 393.118277
iter  50 value 380.287994
iter  60 value 376.140922
iter  70 value 375.931308
iter  70 value 375.931307
iter  70 value 375.931307
final  value 375.931307 
converged
# weights:  93 (60 variable)
initial  value 549.306144 
iter  10 value 468.761786
iter  20 value 423.916049
iter  30 value 410.402298
iter  40 value 390.625695
iter  50 value 371.834022
iter  60 value 368.543088
iter  70 value 368.339417
iter  70 value 368.339416
iter  70 value 368.339416
final  value 368.339416 
converged
# weights:  93 (60 variable)
initial  value 549.306144 
iter  10 value 467.761669
iter  20 value 423.549563
iter  30 value 410.918450
iter  40 value 388.090677
iter  50 value 371.018382
iter  60 value 368.644214
final  value 368.465194 
converged
# weights:  93 (60 variable)
initial  value 549.306144 
iter  10 value 469.747757
iter  20 value 425.413653
iter  30 value 414.087574
iter  40 value 387.113647
iter  50 value 372.617534
iter  60 value 369.921395
final  value 369.760984 
converged
# weights:  93 (60 variable)
initial  value 549.306144 
iter  10 value 468.115970
iter  20 value 423.127187
iter  30 value 413.689312
iter  40 value 390.280683
iter  50 value 371.980236
iter  60 value 368.922210
iter  70 value 368.570311
iter  70 value 368.570311
iter  70 value 368.570311
final  value 368.570311 
converged
# weights:  93 (60 variable)
initial  value 549.306144 
iter  10 value 473.119229
iter  20 value 428.699740
iter  30 value 414.072120
iter  40 value 390.232215
iter  50 value 372.384596
iter  60 value 369.090346
final  value 368.686667 
converged
# weights:  93 (60 variable)
initial  value 549.306144 
iter  10 value 467.842581
iter  20 value 424.790198
iter  30 value 408.812549
iter  40 value 386.123705
iter  50 value 371.569188
iter  60 value 368.622442
final  value 368.478322 
converged
# weights:  93 (60 variable)
initial  value 549.306144 
iter  10 value 470.760851
iter  20 value 426.144819
iter  30 value 411.347856
iter  40 value 385.079614
iter  50 value 373.102476
iter  60 value 370.093915
iter  70 value 369.764596
iter  70 value 369.764596
iter  70 value 369.764596
final  value 369.764596 
converged
# weights:  93 (60 variable)
initial  value 549.306144 
iter  10 value 469.012756
iter  20 value 423.934152
iter  30 value 409.152935
iter  40 value 389.440455
iter  50 value 370.566376
iter  60 value 368.473726
final  value 368.243447 
converged
# weights:  93 (60 variable)
initial  value 549.306144 
iter  10 value 467.052211
iter  20 value 423.026910
iter  30 value 408.961593
iter  40 value 390.614372
iter  50 value 372.171442
iter  60 value 369.403971
final  value 369.279098 
converged
# weights:  93 (60 variable)
initial  value 549.306144 
iter  10 value 477.424829
iter  20 value 440.626670
iter  30 value 424.678827
iter  40 value 400.562200
iter  50 value 383.781685
iter  60 value 381.348502
final  value 381.234142 
converged
# weights:  93 (60 variable)
initial  value 549.306144 
iter  10 value 484.611566
iter  20 value 446.709742
iter  30 value 432.993691
iter  40 value 415.260369
iter  50 value 395.411463
iter  60 value 392.915316
final  value 392.628216 
converged
# weights:  93 (60 variable)
initial  value 549.306144 
iter  10 value 478.072061
iter  20 value 438.120323
iter  30 value 421.077670
iter  40 value 399.794436
iter  50 value 384.461288
iter  60 value 380.476003
final  value 379.971966 
converged
# weights:  93 (60 variable)
initial  value 549.306144 
iter  10 value 477.891595
iter  20 value 441.291323
iter  30 value 424.066321
iter  40 value 401.087383
iter  50 value 384.657330
iter  60 value 381.778187
iter  70 value 381.354720
iter  70 value 381.354719
iter  70 value 381.354719
final  value 381.354719 
converged
# weights:  93 (60 variable)
initial  value 549.306144 
iter  10 value 480.346061
iter  20 value 444.670554
iter  30 value 430.714826
iter  40 value 409.393462
iter  50 value 395.494347
iter  60 value 389.927520
iter  70 value 389.505497
iter  70 value 389.505496
iter  70 value 389.505496
final  value 389.505496 
converged
# weights:  99 (64 variable)
initial  value 549.306144 
iter  10 value 464.561895
iter  20 value 424.125954
iter  30 value 410.126842
iter  40 value 382.906230
iter  50 value 372.607328
iter  60 value 367.569899
iter  70 value 366.621428
final  value 366.619832 
converged
# weights:  99 (64 variable)
initial  value 549.306144 
iter  10 value 465.915448
iter  20 value 427.985026
iter  30 value 412.533495
iter  40 value 388.556152
iter  50 value 373.441532
iter  60 value 367.695098
iter  70 value 366.881956
final  value 366.879863 
converged
# weights:  99 (64 variable)
initial  value 549.306144 
iter  10 value 463.099262
iter  20 value 423.933812
iter  30 value 408.519055
iter  40 value 387.157058
iter  50 value 373.327517
iter  60 value 367.061578
iter  70 value 366.568756
final  value 366.567833 
converged
# weights:  99 (64 variable)
initial  value 549.306144 
iter  10 value 461.794698
iter  20 value 422.714215
iter  30 value 408.374071
iter  40 value 384.419101
iter  50 value 373.917509
iter  60 value 367.625656
iter  70 value 366.994940
final  value 366.993448 
converged
# weights:  99 (64 variable)
initial  value 549.306144 
iter  10 value 460.818960
iter  20 value 423.065976
iter  30 value 407.863515
iter  40 value 385.284955
iter  50 value 372.951589
iter  60 value 368.491581
iter  70 value 366.962801
final  value 366.960120 
converged
# weights:  99 (64 variable)
initial  value 549.306144 
iter  10 value 464.660740
iter  20 value 423.644884
iter  30 value 409.742856
iter  40 value 383.205389
iter  50 value 373.898143
iter  60 value 367.846203
iter  70 value 367.135991
final  value 367.134161 
converged
# weights:  99 (64 variable)
initial  value 549.306144 
iter  10 value 461.854372
iter  20 value 422.733257
iter  30 value 410.412733
iter  40 value 383.815152
iter  50 value 373.046798
iter  60 value 367.964950
iter  70 value 367.320675
final  value 367.319855 
converged
# weights:  99 (64 variable)
initial  value 549.306144 
iter  10 value 466.826024
iter  20 value 424.482356
iter  30 value 410.072307
iter  40 value 383.927795
iter  50 value 373.053249
iter  60 value 367.081427
iter  70 value 366.513927
final  value 366.512650 
converged
# weights:  99 (64 variable)
initial  value 549.306144 
iter  10 value 465.829020
iter  20 value 424.998994
iter  30 value 411.247358
iter  40 value 387.196594
iter  50 value 372.845959
iter  60 value 367.470887
iter  70 value 366.884787
final  value 366.883462 
converged
# weights:  99 (64 variable)
initial  value 549.306144 
iter  10 value 465.601863
iter  20 value 424.516911
iter  30 value 409.310808
iter  40 value 385.462734
iter  50 value 372.953742
iter  60 value 367.835510
iter  70 value 367.089321
final  value 367.087789 
converged
# weights:  99 (64 variable)
initial  value 549.306144 
iter  10 value 463.273012
iter  20 value 428.479692
iter  30 value 412.412909
iter  40 value 388.872522
iter  50 value 372.904099
iter  60 value 367.923086
iter  70 value 367.316160
final  value 367.315579 
converged
# weights:  99 (64 variable)
initial  value 549.306144 
iter  10 value 465.899102
iter  20 value 424.669537
iter  30 value 410.419321
iter  40 value 387.831590
iter  50 value 373.210361
iter  60 value 367.316227
iter  70 value 366.763105
final  value 366.761700 
converged
# weights:  99 (64 variable)
initial  value 549.306144 
iter  10 value 468.726612
iter  20 value 424.472332
iter  30 value 409.945214
iter  40 value 387.354279
iter  50 value 371.808355
iter  60 value 367.586239
iter  70 value 366.996543
final  value 366.995618 
converged
# weights:  99 (64 variable)
initial  value 549.306144 
iter  10 value 467.867413
iter  20 value 424.092489
iter  30 value 409.027204
iter  40 value 386.737143
iter  50 value 373.294214
iter  60 value 367.832725
iter  70 value 367.081114
final  value 367.079675 
converged
# weights:  99 (64 variable)
initial  value 549.306144 
iter  10 value 466.944081
iter  20 value 424.671065
iter  30 value 410.136407
iter  40 value 388.059506
iter  50 value 378.070113
iter  60 value 368.888303
iter  70 value 366.836627
final  value 366.835926 
converged
# weights:  99 (64 variable)
initial  value 549.306144 
iter  10 value 468.568882
iter  20 value 424.335226
iter  30 value 408.439854
iter  40 value 384.123338
iter  50 value 372.676327
iter  60 value 367.471862
iter  70 value 367.043738
final  value 367.042855 
converged
# weights:  99 (64 variable)
initial  value 549.306144 
iter  10 value 468.334138
iter  20 value 424.984367
iter  30 value 410.302118
iter  40 value 386.678630
iter  50 value 372.542755
iter  60 value 367.977784
iter  70 value 367.248005
final  value 367.246245 
converged
# weights:  99 (64 variable)
initial  value 549.306144 
iter  10 value 468.592780
iter  20 value 423.881505
iter  30 value 410.831413
iter  40 value 390.487424
iter  50 value 374.524197
iter  60 value 368.477192
iter  70 value 367.064977
final  value 367.063405 
converged
# weights:  99 (64 variable)
initial  value 549.306144 
iter  10 value 468.541013
iter  20 value 424.387637
iter  30 value 411.524540
iter  40 value 387.678226
iter  50 value 371.487869
iter  60 value 368.125800
iter  70 value 366.951519
final  value 366.949850 
converged
# weights:  99 (64 variable)
initial  value 549.306144 
iter  10 value 468.258725
iter  20 value 423.400121
iter  30 value 408.657830
iter  40 value 386.954208
iter  50 value 373.166667
iter  60 value 368.085617
iter  70 value 366.730195
final  value 366.727833 
converged
# weights:  93 (60 variable)
initial  value 549.306144 
iter  10 value 468.538976
iter  20 value 423.722820
iter  30 value 412.161268
iter  40 value 386.809113
iter  50 value 370.654615
iter  60 value 368.332639
final  value 368.157878 
converged
# weights:  90 (58 variable)
initial  value 549.306144 
iter  10 value 473.051767
iter  20 value 430.646779
iter  30 value 419.686641
iter  40 value 390.963221
iter  50 value 372.590809
iter  60 value 369.671862
final  value 369.532360 
converged
# weights:  90 (58 variable)
initial  value 549.306144 
iter  10 value 476.855465
iter  20 value 434.561722
iter  30 value 418.706073
iter  40 value 392.518260
iter  50 value 372.394948
iter  60 value 369.381933
final  value 369.245247 
converged
# weights:  90 (58 variable)
initial  value 549.306144 
iter  10 value 469.317890
iter  20 value 427.748570
iter  30 value 412.073658
iter  40 value 390.815451
iter  50 value 373.478005
iter  60 value 370.445145
final  value 370.358822 
converged
# weights:  90 (58 variable)
initial  value 549.306144 
iter  10 value 473.852391
iter  20 value 431.570397
iter  30 value 409.596006
iter  40 value 390.997179
iter  50 value 374.278633
iter  60 value 372.127954
final  value 372.055704 
converged
# weights:  90 (58 variable)
initial  value 549.306144 
iter  10 value 474.835993
iter  20 value 434.530762
iter  30 value 413.957551
iter  40 value 388.076011
iter  50 value 373.533138
iter  60 value 370.076931
final  value 369.950640 
converged
# weights:  90 (58 variable)
initial  value 549.306144 
iter  10 value 473.739708
iter  20 value 432.906689
iter  30 value 422.079150
iter  40 value 393.292438
iter  50 value 372.519251
iter  60 value 369.850958
final  value 369.687928 
converged
# weights:  90 (58 variable)
initial  value 549.306144 
iter  10 value 474.502944
iter  20 value 434.024412
iter  30 value 418.959622
iter  40 value 388.945285
iter  50 value 372.833033
iter  60 value 370.245261
final  value 370.037419 
converged
# weights:  90 (58 variable)
initial  value 549.306144 
iter  10 value 474.808363
iter  20 value 435.318559
iter  30 value 419.523707
iter  40 value 395.241437
iter  50 value 374.473875
iter  60 value 371.792601
final  value 371.501143 
converged
# weights:  90 (58 variable)
initial  value 549.306144 
iter  10 value 464.216687
iter  20 value 422.038197
iter  30 value 409.193825
iter  40 value 386.683105
iter  50 value 373.141441
iter  60 value 369.859208
final  value 369.637978 
converged
# weights:  90 (58 variable)
initial  value 549.306144 
iter  10 value 474.053130
iter  20 value 430.076115
iter  30 value 413.874502
iter  40 value 388.907561
iter  50 value 372.945301
iter  60 value 370.243238
final  value 370.015113 
converged
# weights:  90 (58 variable)
initial  value 549.306144 
iter  10 value 468.798726
iter  20 value 424.711834
iter  30 value 408.553312
iter  40 value 386.229201
iter  50 value 373.722231
iter  60 value 369.196480
final  value 368.992699 
converged
# weights:  90 (58 variable)
initial  value 549.306144 
iter  10 value 470.617629
iter  20 value 430.062389
iter  30 value 409.782687
iter  40 value 391.755227
iter  50 value 373.175343
iter  60 value 370.454252
final  value 370.111310 
converged
# weights:  90 (58 variable)
initial  value 549.306144 
iter  10 value 468.715232
iter  20 value 425.097177
iter  30 value 409.579973
iter  40 value 381.138827
iter  50 value 376.553586
iter  60 value 372.986645
final  value 372.739954 
converged
# weights:  90 (58 variable)
initial  value 549.306144 
iter  10 value 469.144606
iter  20 value 423.032135
iter  30 value 400.130494
iter  40 value 389.245729
iter  50 value 371.548503
iter  60 value 369.280531
final  value 369.042531 
converged
# weights:  90 (58 variable)
initial  value 549.306144 
iter  10 value 470.455727
iter  20 value 428.955704
iter  30 value 414.449465
iter  40 value 397.282648
iter  50 value 379.131020
iter  60 value 376.964487
final  value 376.735037 
converged
# weights:  90 (58 variable)
initial  value 549.306144 
iter  10 value 468.947284
iter  20 value 424.033714
iter  30 value 409.151027
iter  40 value 386.326713
iter  50 value 371.313049
iter  60 value 369.194017
final  value 369.063984 
converged
# weights:  90 (58 variable)
initial  value 549.306144 
iter  10 value 467.459982
iter  20 value 423.093221
iter  30 value 407.341713
iter  40 value 385.937391
iter  50 value 371.116663
iter  60 value 369.085154
final  value 369.021927 
converged
# weights:  90 (58 variable)
initial  value 549.306144 
iter  10 value 469.639114
iter  20 value 425.590319
iter  30 value 410.229370
iter  40 value 387.987617
iter  50 value 373.386133
iter  60 value 370.766249
final  value 370.623716 
converged
# weights:  90 (58 variable)
initial  value 549.306144 
iter  10 value 468.452037
iter  20 value 423.242970
iter  30 value 406.809471
iter  40 value 387.354062
iter  50 value 372.215488
iter  60 value 369.569371
final  value 369.372935 
converged
# weights:  90 (58 variable)
initial  value 549.306144 
iter  10 value 467.329911
iter  20 value 425.347682
iter  30 value 413.812354
iter  40 value 389.376053
iter  50 value 372.165504
iter  60 value 369.736081
final  value 369.547796 
converged
# weights:  90 (58 variable)
initial  value 549.306144 
iter  10 value 468.509438
iter  20 value 423.962353
iter  30 value 409.554501
iter  40 value 389.118630
iter  50 value 371.759112
iter  60 value 369.856958
final  value 369.729373 
converged
# weights:  90 (58 variable)
initial  value 549.306144 
iter  10 value 470.956299
iter  20 value 426.661050
iter  30 value 408.926045
iter  40 value 383.620474
iter  50 value 372.963713
iter  60 value 370.743951
final  value 370.661155 
converged
# weights:  90 (58 variable)
initial  value 549.306144 
iter  10 value 469.359250
iter  20 value 424.195729
iter  30 value 412.028636
iter  40 value 388.592943
iter  50 value 371.740664
iter  60 value 369.254761
final  value 369.120318 
converged
# weights:  90 (58 variable)
initial  value 549.306144 
iter  10 value 466.302381
iter  20 value 423.492755
iter  30 value 408.353468
iter  40 value 386.619438
iter  50 value 372.729828
iter  60 value 370.127180
final  value 370.019520 
converged
# weights:  90 (58 variable)
initial  value 549.306144 
iter  10 value 477.108527
iter  20 value 440.780427
iter  30 value 426.234431
iter  40 value 400.806265
iter  50 value 384.879933
iter  60 value 382.510835
final  value 382.308914 
converged
# weights:  90 (58 variable)
initial  value 549.306144 
iter  10 value 484.333964
iter  20 value 446.620857
iter  30 value 431.556518
iter  40 value 410.831874
iter  50 value 396.119536
iter  60 value 394.066005
final  value 393.866325 
converged
# weights:  90 (58 variable)
initial  value 549.306144 
iter  10 value 477.639746
iter  20 value 439.889198
iter  30 value 423.336600
iter  40 value 400.662508
iter  50 value 383.124438
iter  60 value 380.677904
final  value 380.578715 
converged
# weights:  90 (58 variable)
initial  value 549.306144 
iter  10 value 477.397302
iter  20 value 441.566811
iter  30 value 426.630844
iter  40 value 397.607270
iter  50 value 384.232431
iter  60 value 382.177969
final  value 381.995454 
converged
# weights:  90 (58 variable)
initial  value 549.306144 
iter  10 value 479.813893
iter  20 value 444.660472
iter  30 value 430.236283
iter  40 value 406.611218
iter  50 value 392.497942
iter  60 value 390.216903
final  value 389.930947 
converged
# weights:  96 (62 variable)
initial  value 549.306144 
iter  10 value 464.659852
iter  20 value 424.008313
iter  30 value 410.504112
iter  40 value 386.408241
iter  50 value 371.967115
iter  60 value 367.824877
iter  70 value 367.464246
final  value 367.464237 
converged
# weights:  96 (62 variable)
initial  value 549.306144 
iter  10 value 469.917741
iter  20 value 429.134087
iter  30 value 413.353306
iter  40 value 389.691366
iter  50 value 375.296100
iter  60 value 368.605851
iter  70 value 367.702474
final  value 367.702410 
converged
# weights:  96 (62 variable)
initial  value 549.306144 
iter  10 value 463.875507
iter  20 value 423.308023
iter  30 value 411.106011
iter  40 value 390.882875
iter  50 value 372.051426
iter  60 value 368.195294
iter  70 value 367.401633
final  value 367.401580 
converged
# weights:  96 (62 variable)
initial  value 549.306144 
iter  10 value 461.961246
iter  20 value 421.462625
iter  30 value 408.985467
iter  40 value 386.713421
iter  50 value 373.598417
iter  60 value 368.230317
iter  70 value 367.775861
final  value 367.775829 
converged
# weights:  96 (62 variable)
initial  value 549.306144 
iter  10 value 460.562916
iter  20 value 422.144918
iter  30 value 409.142979
iter  40 value 387.132105
iter  50 value 371.503126
iter  60 value 368.228717
iter  70 value 367.852045
final  value 367.852021 
converged
# weights:  96 (62 variable)
initial  value 549.306144 
iter  10 value 464.706990
iter  20 value 423.649689
iter  30 value 412.709747
iter  40 value 385.748275
iter  50 value 373.936982
iter  60 value 368.644541
iter  70 value 367.944360
final  value 367.944306 
converged
# weights:  96 (62 variable)
initial  value 549.306144 
iter  10 value 466.393019
iter  20 value 428.514145
iter  30 value 412.639743
iter  40 value 391.781846
iter  50 value 375.456629
iter  60 value 368.676844
iter  70 value 368.140607
final  value 368.140562 
converged
# weights:  96 (62 variable)
initial  value 549.306144 
iter  10 value 467.133581
iter  20 value 424.883158
iter  30 value 411.348821
iter  40 value 388.215708
iter  50 value 371.703530
iter  60 value 368.546467
iter  70 value 367.396170
final  value 367.396057 
converged
# weights:  96 (62 variable)
initial  value 549.306144 
iter  10 value 466.220062
iter  20 value 425.014835
iter  30 value 410.093887
iter  40 value 390.388132
iter  50 value 374.276271
iter  60 value 368.219680
iter  70 value 367.710134
final  value 367.710087 
converged
# weights:  96 (62 variable)
initial  value 549.306144 
iter  10 value 466.089386
iter  20 value 424.246133
iter  30 value 410.253554
iter  40 value 388.285115
iter  50 value 373.256660
iter  60 value 368.461837
iter  70 value 367.959138
final  value 367.959113 
converged
# weights:  96 (62 variable)
initial  value 549.306144 
iter  10 value 463.144465
iter  20 value 427.801842
iter  30 value 409.943350
iter  40 value 383.432026
iter  50 value 371.188548
iter  60 value 369.074685
iter  70 value 368.136796
final  value 368.136748 
converged
# weights:  96 (62 variable)
initial  value 549.306144 
iter  10 value 466.091929
iter  20 value 423.524003
iter  30 value 409.213053
iter  40 value 386.922478
iter  50 value 373.377813
iter  60 value 368.107707
iter  70 value 367.609519
final  value 367.609445 
converged
# weights:  96 (62 variable)
initial  value 549.306144 
iter  10 value 468.343169
iter  20 value 424.693420
iter  30 value 409.694462
iter  40 value 385.974266
iter  50 value 372.202137
iter  60 value 368.410342
iter  70 value 367.338096
final  value 367.337992 
converged
# weights:  96 (62 variable)
initial  value 549.306144 
iter  10 value 468.936872
iter  20 value 424.858573
iter  30 value 409.226129
iter  40 value 393.296435
iter  50 value 371.699315
iter  60 value 368.197784
iter  70 value 367.696967
final  value 367.696917 
converged
# weights:  96 (62 variable)
initial  value 549.306144 
iter  10 value 467.996239
iter  20 value 423.855434
iter  30 value 409.510131
iter  40 value 387.003322
iter  50 value 371.774729
iter  60 value 368.565974
iter  70 value 367.857503
final  value 367.857455 
converged
# weights:  96 (62 variable)
initial  value 549.306144 
iter  10 value 467.169807
iter  20 value 423.296172
iter  30 value 408.870130
iter  40 value 386.689778
iter  50 value 374.585555
iter  60 value 368.178367
iter  70 value 367.698419
final  value 367.698413 
converged
# weights:  96 (62 variable)
initial  value 549.306144 
iter  10 value 468.713514
iter  20 value 422.741816
iter  30 value 407.787145
iter  40 value 390.522038
iter  50 value 371.432145
iter  60 value 368.343791
iter  70 value 367.874987
final  value 367.874964 
converged
# weights:  96 (62 variable)
initial  value 549.306144 
iter  10 value 468.448714
iter  20 value 424.270348
iter  30 value 410.149870
iter  40 value 387.981230
iter  50 value 371.481002
iter  60 value 368.766933
iter  70 value 368.013100
final  value 368.013053 
converged
# weights:  96 (62 variable)
initial  value 549.306144 
iter  10 value 472.369190
iter  20 value 428.778274
iter  30 value 410.573027
iter  40 value 385.697185
iter  50 value 371.809889
iter  60 value 368.312897
iter  70 value 367.898261
final  value 367.898255 
converged
# weights:  96 (62 variable)
initial  value 549.306144 
iter  10 value 471.490440
iter  20 value 428.502702
iter  30 value 413.469084
iter  40 value 388.949179
iter  50 value 371.235069
iter  60 value 368.371616
iter  70 value 367.759006
final  value 367.758940 
converged
# weights:  96 (62 variable)
initial  value 549.306144 
iter  10 value 468.435625
iter  20 value 423.380291
iter  30 value 409.520676
iter  40 value 388.167050
iter  50 value 371.909165
iter  60 value 367.921550
iter  70 value 367.526934
final  value 367.526923 
converged
# weights:  90 (58 variable)
initial  value 549.306144 
iter  10 value 468.798726
iter  20 value 424.711834
iter  30 value 408.553312
iter  40 value 386.229201
iter  50 value 373.722231
iter  60 value 369.196480
final  value 368.992699 
converged
# weights:  87 (56 variable)
initial  value 549.306144 
iter  10 value 477.648084
iter  20 value 436.334309
iter  30 value 417.872365
iter  40 value 391.383227
iter  50 value 374.442187
iter  60 value 370.393452
final  value 370.376631 
converged
# weights:  87 (56 variable)
initial  value 549.306144 
iter  10 value 476.614566
iter  20 value 435.355776
iter  30 value 419.089156
iter  40 value 391.648088
iter  50 value 373.332575
iter  60 value 370.119200
final  value 370.107126 
converged
# weights:  87 (56 variable)
initial  value 549.306144 
iter  10 value 469.577564
iter  20 value 428.439217
iter  30 value 413.605798
iter  40 value 385.165882
iter  50 value 372.972168
iter  60 value 371.133381
final  value 371.129973 
converged
# weights:  87 (56 variable)
initial  value 549.306144 
iter  10 value 474.332898
iter  20 value 432.378862
iter  30 value 408.023917
iter  40 value 393.212997
iter  50 value 376.318500
iter  60 value 373.124793
final  value 372.861783 
converged
# weights:  87 (56 variable)
initial  value 549.306144 
iter  10 value 474.685843
iter  20 value 434.780773
iter  30 value 413.238892
iter  40 value 387.752088
iter  50 value 373.916005
iter  60 value 370.645746
final  value 370.632394 
converged
# weights:  87 (56 variable)
initial  value 549.306144 
iter  10 value 474.046421
iter  20 value 431.507092
iter  30 value 416.228147
iter  40 value 391.500392
iter  50 value 373.123105
iter  60 value 370.353859
final  value 370.322392 
converged
# weights:  87 (56 variable)
initial  value 549.306144 
iter  10 value 474.209798
iter  20 value 434.816351
iter  30 value 416.266434
iter  40 value 389.601647
iter  50 value 372.818353
iter  60 value 370.809353
final  value 370.775666 
converged
# weights:  87 (56 variable)
initial  value 549.306144 
iter  10 value 474.659311
iter  20 value 435.770553
iter  30 value 417.790461
iter  40 value 387.804536
iter  50 value 374.252603
iter  60 value 372.337745
final  value 372.268424 
converged
# weights:  87 (56 variable)
initial  value 549.306144 
iter  10 value 464.087932
iter  20 value 422.894299
iter  30 value 409.886058
iter  40 value 384.424460
iter  50 value 373.060809
iter  60 value 370.499351
final  value 370.476532 
converged
# weights:  87 (56 variable)
initial  value 549.306144 
iter  10 value 473.931009
iter  20 value 431.065747
iter  30 value 410.753484
iter  40 value 383.720705
iter  50 value 373.239442
iter  60 value 370.808470
final  value 370.794226 
converged
# weights:  87 (56 variable)
initial  value 549.306144 
iter  10 value 474.182827
iter  20 value 432.594863
iter  30 value 413.946564
iter  40 value 389.971075
iter  50 value 375.371291
iter  60 value 370.942931
final  value 370.890160 
converged
# weights:  87 (56 variable)
initial  value 549.306144 
iter  10 value 468.999024
iter  20 value 426.111586
iter  30 value 404.189937
iter  40 value 381.631698
iter  50 value 376.598275
iter  60 value 373.851386
final  value 373.730729 
converged
# weights:  87 (56 variable)
initial  value 549.306144 
iter  10 value 469.435469
iter  20 value 424.296124
iter  30 value 400.453996
iter  40 value 386.223096
iter  50 value 374.253730
iter  60 value 370.089752
final  value 369.935406 
converged
# weights:  87 (56 variable)
initial  value 549.306144 
iter  10 value 470.716445
iter  20 value 429.607231
iter  30 value 415.212481
iter  40 value 394.877738
iter  50 value 378.663992
iter  60 value 377.636439
final  value 377.517610 
converged
# weights:  87 (56 variable)
initial  value 549.306144 
iter  10 value 469.249432
iter  20 value 425.088681
iter  30 value 408.780271
iter  40 value 385.308880
iter  50 value 372.845387
iter  60 value 369.869638
final  value 369.842814 
converged
# weights:  87 (56 variable)
initial  value 549.306144 
iter  10 value 467.503167
iter  20 value 424.382455
iter  30 value 409.586527
iter  40 value 386.002140
iter  50 value 372.195591
iter  60 value 369.846458
final  value 369.825146 
converged
# weights:  87 (56 variable)
initial  value 549.306144 
iter  10 value 469.560818
iter  20 value 426.181819
iter  30 value 411.721869
iter  40 value 388.143041
iter  50 value 375.658723
iter  60 value 371.581612
final  value 371.541702 
converged
# weights:  87 (56 variable)
initial  value 549.306144 
iter  10 value 468.887131
iter  20 value 424.603427
iter  30 value 410.023802
iter  40 value 387.193303
iter  50 value 373.841123
iter  60 value 370.285121
final  value 370.264232 
converged
# weights:  87 (56 variable)
initial  value 549.306144 
iter  10 value 467.370212
iter  20 value 425.771300
iter  30 value 408.677997
iter  40 value 384.908787
iter  50 value 373.643094
iter  60 value 370.282782
final  value 370.258012 
converged
# weights:  87 (56 variable)
initial  value 549.306144 
iter  10 value 472.097719
iter  20 value 430.541205
iter  30 value 413.594189
iter  40 value 385.664577
iter  50 value 373.386709
iter  60 value 370.503892
final  value 370.400935 
converged
# weights:  87 (56 variable)
initial  value 549.306144 
iter  10 value 471.165561
iter  20 value 437.590142
iter  30 value 410.462987
iter  40 value 379.403306
iter  50 value 374.168351
iter  60 value 371.515764
final  value 371.417726 
converged
# weights:  87 (56 variable)
initial  value 549.306144 
iter  10 value 469.635907
iter  20 value 425.436439
iter  30 value 407.385354
iter  40 value 386.919554
iter  50 value 372.938325
iter  60 value 370.029058
final  value 370.013252 
converged
# weights:  87 (56 variable)
initial  value 549.306144 
iter  10 value 466.645640
iter  20 value 424.321257
iter  30 value 407.198397
iter  40 value 383.249586
iter  50 value 372.953635
iter  60 value 370.899831
final  value 370.876845 
converged
# weights:  87 (56 variable)
initial  value 549.306144 
iter  10 value 476.823211
iter  20 value 441.507159
iter  30 value 425.201416
iter  40 value 397.373489
iter  50 value 385.109871
iter  60 value 383.509181
final  value 383.493496 
converged
# weights:  87 (56 variable)
initial  value 549.306144 
iter  10 value 484.603428
iter  20 value 447.959509
iter  30 value 435.919831
iter  40 value 411.163161
iter  50 value 397.866696
iter  60 value 395.508384
final  value 395.497276 
converged
# weights:  87 (56 variable)
initial  value 549.306144 
iter  10 value 477.340127
iter  20 value 439.784607
iter  30 value 422.226257
iter  40 value 396.644305
iter  50 value 383.592806
iter  60 value 381.309323
final  value 381.239990 
converged
# weights:  87 (56 variable)
initial  value 549.306144 
iter  10 value 477.058993
iter  20 value 441.605884
iter  30 value 425.473471
iter  40 value 398.543079
iter  50 value 385.938511
iter  60 value 382.813517
final  value 382.786093 
converged
# weights:  87 (56 variable)
initial  value 549.306144 
iter  10 value 479.683967
iter  20 value 444.705787
iter  30 value 430.432301
iter  40 value 408.491636
iter  50 value 393.777886
iter  60 value 391.028809
final  value 391.003920 
converged
# weights:  93 (60 variable)
initial  value 549.306144 
iter  10 value 468.783541
iter  20 value 430.547219
iter  30 value 413.231191
iter  40 value 391.658518
iter  50 value 370.803503
iter  60 value 368.491735
final  value 368.311928 
converged
# weights:  93 (60 variable)
initial  value 549.306144 
iter  10 value 469.849550
iter  20 value 429.759205
iter  30 value 413.497661
iter  40 value 393.928824
iter  50 value 372.336434
iter  60 value 368.720455
iter  70 value 368.508380
iter  70 value 368.508380
iter  70 value 368.508380
final  value 368.508380 
converged
# weights:  93 (60 variable)
initial  value 549.306144 
iter  10 value 464.241916
iter  20 value 424.836072
iter  30 value 410.729682
iter  40 value 388.636460
iter  50 value 371.548474
iter  60 value 368.393105
final  value 368.217670 
converged
# weights:  93 (60 variable)
initial  value 549.306144 
iter  10 value 462.233963
iter  20 value 422.385776
iter  30 value 408.972819
iter  40 value 387.758819
iter  50 value 371.151012
iter  60 value 368.774046
final  value 368.634850 
converged
# weights:  93 (60 variable)
initial  value 549.306144 
iter  10 value 460.880875
iter  20 value 423.150505
iter  30 value 409.155115
iter  40 value 383.868260
iter  50 value 371.242833
iter  60 value 368.812857
iter  70 value 368.669093
iter  70 value 368.669093
iter  70 value 368.669093
final  value 368.669093 
converged
# weights:  93 (60 variable)
initial  value 549.306144 
iter  10 value 464.891018
iter  20 value 427.864119
iter  30 value 414.060894
iter  40 value 392.037420
iter  50 value 371.853254
iter  60 value 369.086665
iter  70 value 368.764070
iter  70 value 368.764070
iter  70 value 368.764070
final  value 368.764070 
converged
# weights:  93 (60 variable)
initial  value 549.306144 
iter  10 value 466.383330
iter  20 value 429.223055
iter  30 value 412.574223
iter  40 value 389.199259
iter  50 value 372.116315
iter  60 value 369.170636
final  value 368.957708 
converged
# weights:  93 (60 variable)
initial  value 549.306144 
iter  10 value 467.411449
iter  20 value 426.229403
iter  30 value 410.831334
iter  40 value 388.150397
iter  50 value 372.027900
iter  60 value 368.495662
iter  70 value 368.282211
iter  70 value 368.282211
iter  70 value 368.282211
final  value 368.282211 
converged
# weights:  93 (60 variable)
initial  value 549.306144 
iter  10 value 466.442572
iter  20 value 425.860980
iter  30 value 410.450798
iter  40 value 386.540070
iter  50 value 373.119238
iter  60 value 368.783438
iter  70 value 368.481893
iter  70 value 368.481893
iter  70 value 368.481893
final  value 368.481893 
converged
# weights:  93 (60 variable)
initial  value 549.306144 
iter  10 value 466.479042
iter  20 value 425.243193
iter  30 value 409.692049
iter  40 value 388.476526
iter  50 value 372.204295
iter  60 value 368.904537
final  value 368.754240 
converged
# weights:  93 (60 variable)
initial  value 549.306144 
iter  10 value 467.217089
iter  20 value 429.961640
iter  30 value 411.855160
iter  40 value 383.608713
iter  50 value 371.355263
iter  60 value 369.223068
final  value 368.975975 
converged
# weights:  93 (60 variable)
initial  value 549.306144 
iter  10 value 469.828218
iter  20 value 430.597838
iter  30 value 414.354981
iter  40 value 388.510993
iter  50 value 371.417547
iter  60 value 368.572939
final  value 368.447968 
converged
# weights:  93 (60 variable)
initial  value 549.306144 
iter  10 value 468.406573
iter  20 value 425.641646
iter  30 value 409.126791
iter  40 value 388.571099
iter  50 value 373.009148
iter  60 value 368.679762
final  value 368.245453 
converged
# weights:  93 (60 variable)
initial  value 549.306144 
iter  10 value 468.538976
iter  20 value 423.722820
iter  30 value 412.161268
iter  40 value 386.809113
iter  50 value 370.654615
iter  60 value 368.332639
final  value 368.157878 
converged
# weights:  93 (60 variable)
initial  value 549.306144 
iter  10 value 472.547997
iter  20 value 433.571800
iter  30 value 414.663616
iter  40 value 389.089088
iter  50 value 371.465627
iter  60 value 369.008203
final  value 368.569040 
converged
# weights:  93 (60 variable)
initial  value 549.306144 
iter  10 value 468.272715
iter  20 value 424.554362
iter  30 value 409.389156
iter  40 value 391.718337
iter  50 value 371.023465
iter  60 value 368.797747
final  value 368.657933 
converged
# weights:  93 (60 variable)
initial  value 549.306144 
iter  10 value 467.453810
iter  20 value 424.064914
iter  30 value 409.209151
iter  40 value 384.772821
iter  50 value 373.083740
iter  60 value 369.207049
final  value 368.576824 
converged
# weights:  93 (60 variable)
initial  value 549.306144 
iter  10 value 468.949430
iter  20 value 423.420874
iter  30 value 407.433122
iter  40 value 386.513842
iter  50 value 371.344320
iter  60 value 368.957246
iter  70 value 368.655460
iter  70 value 368.655458
iter  70 value 368.655458
final  value 368.655458 
converged
# weights:  93 (60 variable)
initial  value 549.306144 
iter  10 value 468.620563
iter  20 value 425.306633
iter  30 value 410.138683
iter  40 value 386.510447
iter  50 value 371.434199
iter  60 value 369.083728
final  value 368.867781 
converged
# weights:  93 (60 variable)
initial  value 549.306144 
iter  10 value 472.318025
iter  20 value 429.461707
iter  30 value 409.360807
iter  40 value 385.509724
iter  50 value 371.667876
iter  60 value 368.960876
final  value 368.832089 
converged
# weights:  93 (60 variable)
initial  value 549.306144 
iter  10 value 471.860860
iter  20 value 429.726031
iter  30 value 413.005795
iter  40 value 387.961775
iter  50 value 371.442207
iter  60 value 368.876040
final  value 368.694547 
converged
# weights:  93 (60 variable)
initial  value 549.306144 
iter  10 value 468.648888
iter  20 value 423.824790
iter  30 value 408.370364
iter  40 value 386.718164
iter  50 value 371.020146
iter  60 value 368.541235
final  value 368.343143 
converged
# weights:  87 (56 variable)
initial  value 549.306144 
iter  10 value 467.503167
iter  20 value 424.382455
iter  30 value 409.586527
iter  40 value 386.002140
iter  50 value 372.195591
iter  60 value 369.846458
final  value 369.825146 
converged
# weights:  84 (54 variable)
initial  value 549.306144 
iter  10 value 471.984454
iter  20 value 430.230544
iter  30 value 414.890682
iter  40 value 384.027058
iter  50 value 373.518175
iter  60 value 371.353268
final  value 371.352647 
converged
# weights:  84 (54 variable)
initial  value 549.306144 
iter  10 value 475.650974
iter  20 value 434.277016
iter  30 value 417.905096
iter  40 value 387.273786
iter  50 value 373.412745
iter  60 value 370.998943
final  value 370.998652 
converged
# weights:  84 (54 variable)
initial  value 549.306144 
iter  10 value 468.570429
iter  20 value 428.339650
iter  30 value 413.519747
iter  40 value 385.969334
iter  50 value 375.363159
iter  60 value 371.849119
final  value 371.847992 
converged
# weights:  84 (54 variable)
initial  value 549.306144 
iter  10 value 473.239696
iter  20 value 432.710743
iter  30 value 415.576776
iter  40 value 388.282709
iter  50 value 376.578941
iter  60 value 373.650216
final  value 373.648103 
converged
# weights:  84 (54 variable)
initial  value 549.306144 
iter  10 value 474.081764
iter  20 value 434.472119
iter  30 value 414.579578
iter  40 value 384.685943
iter  50 value 373.688505
iter  60 value 371.421841
final  value 371.421234 
converged
# weights:  84 (54 variable)
initial  value 549.306144 
iter  10 value 473.364370
iter  20 value 431.970091
iter  30 value 417.604510
iter  40 value 384.289404
iter  50 value 373.270183
iter  60 value 371.237767
final  value 371.237126 
converged
# weights:  84 (54 variable)
initial  value 549.306144 
iter  10 value 473.356894
iter  20 value 433.161171
iter  30 value 416.381021
iter  40 value 384.932136
iter  50 value 373.562077
iter  60 value 371.666454
final  value 371.666165 
converged
# weights:  84 (54 variable)
initial  value 549.306144 
iter  10 value 473.881845
iter  20 value 434.525989
iter  30 value 416.817266
iter  40 value 385.402051
iter  50 value 375.137658
iter  60 value 373.138114
final  value 373.137824 
converged
# weights:  84 (54 variable)
initial  value 549.306144 
iter  10 value 463.562367
iter  20 value 422.693463
iter  30 value 411.317522
iter  40 value 379.225410
iter  50 value 373.504492
iter  60 value 371.284160
final  value 371.283864 
converged
# weights:  84 (54 variable)
initial  value 549.306144 
iter  10 value 469.605957
iter  20 value 426.265042
iter  30 value 410.366174
iter  40 value 381.283929
iter  50 value 374.153013
iter  60 value 371.454788
final  value 371.453317 
converged
# weights:  84 (54 variable)
initial  value 549.306144 
iter  10 value 469.605862
iter  20 value 427.714400
iter  30 value 411.275305
iter  40 value 380.580412
iter  50 value 373.833456
iter  60 value 371.621862
final  value 371.621376 
converged
# weights:  84 (54 variable)
initial  value 549.306144 
iter  10 value 467.782731
iter  20 value 425.843104
iter  30 value 402.685783
iter  40 value 383.518853
iter  50 value 376.749312
iter  60 value 375.091082
final  value 375.090458 
converged
# weights:  84 (54 variable)
initial  value 549.306144 
iter  10 value 468.111428
iter  20 value 423.800827
iter  30 value 403.262204
iter  40 value 380.366097
iter  50 value 372.730777
iter  60 value 370.739910
final  value 370.739289 
converged
# weights:  84 (54 variable)
initial  value 549.306144 
iter  10 value 469.464989
iter  20 value 429.054011
iter  30 value 416.466315
iter  40 value 393.195496
iter  50 value 379.229461
iter  60 value 378.312077
final  value 378.297890 
converged
# weights:  84 (54 variable)
initial  value 549.306144 
iter  10 value 467.975458
iter  20 value 424.128765
iter  30 value 409.951448
iter  40 value 380.199664
iter  50 value 373.817190
iter  60 value 370.538288
final  value 370.536567 
converged
# weights:  84 (54 variable)
initial  value 549.306144 
iter  10 value 468.989296
iter  20 value 425.896280
iter  30 value 413.286015
iter  40 value 387.156277
iter  50 value 376.572740
iter  60 value 372.463833
final  value 372.463362 
converged
# weights:  84 (54 variable)
initial  value 549.306144 
iter  10 value 467.273102
iter  20 value 425.646602
iter  30 value 410.869535
iter  40 value 380.712135
iter  50 value 373.564701
iter  60 value 371.270013
final  value 371.269310 
converged
# weights:  84 (54 variable)
initial  value 549.306144 
iter  10 value 467.080713
iter  20 value 426.561347
iter  30 value 411.881893
iter  40 value 379.978838
iter  50 value 373.338775
iter  60 value 371.082673
final  value 371.081306 
converged
# weights:  84 (54 variable)
initial  value 549.306144 
iter  10 value 467.403335
iter  20 value 424.464561
iter  30 value 408.230260
iter  40 value 381.458706
iter  50 value 372.844693
iter  60 value 370.960586
final  value 370.959976 
converged
# weights:  84 (54 variable)
initial  value 549.306144 
iter  10 value 469.794140
iter  20 value 427.201949
iter  30 value 396.771209
iter  40 value 379.933087
iter  50 value 373.416241
iter  60 value 372.009476
final  value 372.008634 
converged
# weights:  84 (54 variable)
initial  value 549.306144 
iter  10 value 467.962645
iter  20 value 424.982741
iter  30 value 412.814132
iter  40 value 383.720787
iter  50 value 372.820520
iter  60 value 370.636464
final  value 370.636061 
converged
# weights:  84 (54 variable)
initial  value 549.306144 
iter  10 value 466.324988
iter  20 value 424.227107
iter  30 value 409.358140
iter  40 value 380.102510
iter  50 value 374.433073
iter  60 value 371.800214
final  value 371.799974 
converged
# weights:  84 (54 variable)
initial  value 549.306144 
iter  10 value 476.332114
iter  20 value 440.655952
iter  30 value 429.281998
iter  40 value 399.726321
iter  50 value 386.652282
iter  60 value 384.273062
final  value 384.271798 
converged
# weights:  84 (54 variable)
initial  value 549.306144 
iter  10 value 483.677244
iter  20 value 446.884078
iter  30 value 434.850730
iter  40 value 408.663221
iter  50 value 399.593750
iter  60 value 396.274943
final  value 396.274146 
converged
# weights:  84 (54 variable)
initial  value 549.306144 
iter  10 value 476.508477
iter  20 value 439.021383
iter  30 value 426.869284
iter  40 value 401.357046
iter  50 value 385.613427
iter  60 value 382.423608
final  value 382.423220 
converged
# weights:  84 (54 variable)
initial  value 549.306144 
iter  10 value 476.299601
iter  20 value 440.790034
iter  30 value 427.577741
iter  40 value 401.087129
iter  50 value 385.988952
iter  60 value 383.679398
final  value 383.677675 
converged
# weights:  84 (54 variable)
initial  value 549.306144 
iter  10 value 478.736759
iter  20 value 443.615114
iter  30 value 429.745199
iter  40 value 403.482704
iter  50 value 393.180934
iter  60 value 391.538219
final  value 391.537776 
converged
# weights:  90 (58 variable)
initial  value 549.306144 
iter  10 value 462.998220
iter  20 value 423.860060
iter  30 value 410.282599
iter  40 value 388.872049
iter  50 value 372.529188
iter  60 value 369.474661
final  value 369.322213 
converged
# weights:  90 (58 variable)
initial  value 549.306144 
iter  10 value 468.398970
iter  20 value 428.069131
iter  30 value 413.271443
iter  40 value 385.355136
iter  50 value 370.851949
iter  60 value 369.511225
final  value 369.343874 
converged
# weights:  90 (58 variable)
initial  value 549.306144 
iter  10 value 462.620578
iter  20 value 423.849683
iter  30 value 410.002746
iter  40 value 389.280483
iter  50 value 371.269589
iter  60 value 369.307309
final  value 369.114590 
converged
# weights:  90 (58 variable)
initial  value 549.306144 
iter  10 value 461.343940
iter  20 value 422.119166
iter  30 value 409.043273
iter  40 value 388.381407
iter  50 value 372.141554
iter  60 value 369.663567
final  value 369.529653 
converged
# weights:  90 (58 variable)
initial  value 549.306144 
iter  10 value 459.824985
iter  20 value 422.586482
iter  30 value 410.939806
iter  40 value 387.770573
iter  50 value 372.191988
iter  60 value 369.609000
final  value 369.532451 
converged
# weights:  90 (58 variable)
initial  value 549.306144 
iter  10 value 463.596122
iter  20 value 424.544273
iter  30 value 408.855549
iter  40 value 386.562656
iter  50 value 372.731740
iter  60 value 369.756938
final  value 369.592995 
converged
# weights:  90 (58 variable)
initial  value 549.306144 
iter  10 value 465.026239
iter  20 value 427.596001
iter  30 value 410.834303
iter  40 value 385.744800
iter  50 value 372.888568
iter  60 value 369.952635
final  value 369.790363 
converged
# weights:  90 (58 variable)
initial  value 549.306144 
iter  10 value 465.867740
iter  20 value 425.446155
iter  30 value 413.046804
iter  40 value 388.709082
iter  50 value 371.351435
iter  60 value 369.360897
final  value 369.227570 
converged
# weights:  90 (58 variable)
initial  value 549.306144 
iter  10 value 465.116226
iter  20 value 424.925114
iter  30 value 409.757071
iter  40 value 389.849361
iter  50 value 371.673587
iter  60 value 369.529113
final  value 369.317521 
converged
# weights:  90 (58 variable)
initial  value 549.306144 
iter  10 value 465.522921
iter  20 value 425.095323
iter  30 value 410.195364
iter  40 value 386.286623
iter  50 value 371.766605
iter  60 value 369.627252
final  value 369.519735 
converged
# weights:  90 (58 variable)
initial  value 549.306144 
iter  10 value 461.450713
iter  20 value 423.245793
iter  30 value 409.336954
iter  40 value 386.930088
iter  50 value 371.194716
iter  60 value 369.925942
final  value 369.813351 
converged
# weights:  90 (58 variable)
initial  value 549.306144 
iter  10 value 468.475213
iter  20 value 428.786196
iter  30 value 412.958713
iter  40 value 385.716143
iter  50 value 372.085600
iter  60 value 369.785230
final  value 369.246327 
converged
# weights:  90 (58 variable)
initial  value 549.306144 
iter  10 value 467.611955
iter  20 value 424.751269
iter  30 value 409.695600
iter  40 value 389.849823
iter  50 value 372.373248
iter  60 value 369.508657
final  value 369.303820 
converged
# weights:  90 (58 variable)
initial  value 549.306144 
iter  10 value 467.459982
iter  20 value 423.093221
iter  30 value 407.341713
iter  40 value 385.937391
iter  50 value 371.116663
iter  60 value 369.085154
final  value 369.021927 
converged
# weights:  90 (58 variable)
initial  value 549.306144 
iter  10 value 467.725557
iter  20 value 425.460744
iter  30 value 412.142734
iter  40 value 392.702646
iter  50 value 372.390829
iter  60 value 369.455998
final  value 369.273379 
converged
# weights:  90 (58 variable)
initial  value 549.306144 
iter  10 value 467.071629
iter  20 value 424.445156
iter  30 value 410.332491
iter  40 value 383.623648
iter  50 value 371.822748
iter  60 value 369.718923
final  value 369.627820 
converged
# weights:  90 (58 variable)
initial  value 549.306144 
iter  10 value 468.798726
iter  20 value 424.711834
iter  30 value 408.553312
iter  40 value 386.229201
iter  50 value 373.722231
iter  60 value 369.196480
final  value 368.992699 
converged
# weights:  90 (58 variable)
initial  value 549.306144 
iter  10 value 466.204583
iter  20 value 424.129324
iter  30 value 411.351455
iter  40 value 384.183448
iter  50 value 374.463708
iter  60 value 369.557737
final  value 369.390042 
converged
# weights:  90 (58 variable)
initial  value 549.306144 
iter  10 value 467.692951
iter  20 value 424.314093
iter  30 value 406.576874
iter  40 value 384.383574
iter  50 value 371.212730
iter  60 value 369.624636
final  value 369.501163 
converged
# weights:  90 (58 variable)
initial  value 549.306144 
iter  10 value 467.478458
iter  20 value 424.443695
iter  30 value 406.955913
iter  40 value 382.567974
iter  50 value 371.695285
iter  60 value 369.790834
final  value 369.686078 
converged
# weights:  90 (58 variable)
initial  value 549.306144 
iter  10 value 470.950653
iter  20 value 427.790260
iter  30 value 412.752662
iter  40 value 391.073591
iter  50 value 372.998952
iter  60 value 370.021775
final  value 369.711192 
converged
# weights:  90 (58 variable)
initial  value 549.306144 
iter  10 value 470.780782
iter  20 value 429.075172
iter  30 value 410.111711
iter  40 value 386.565657
iter  50 value 373.378038
iter  60 value 369.735284
final  value 369.464679 
converged
# weights:  90 (58 variable)
initial  value 549.306144 
iter  10 value 467.603610
iter  20 value 423.216605
iter  30 value 410.034740
iter  40 value 387.187204
iter  50 value 371.797897
iter  60 value 369.276038
final  value 369.164611 
converged
# weights:  84 (54 variable)
initial  value 549.306144 
iter  10 value 467.975458
iter  20 value 424.128765
iter  30 value 409.951448
iter  40 value 380.199664
iter  50 value 373.817190
iter  60 value 370.538288
final  value 370.536567 
converged
# weights:  81 (52 variable)
initial  value 549.306144 
iter  10 value 472.718676
iter  20 value 430.498720
iter  30 value 416.343130
iter  40 value 379.730411
iter  50 value 372.819318
iter  60 value 372.120591
iter  60 value 372.120587
iter  60 value 372.120587
final  value 372.120587 
converged
# weights:  81 (52 variable)
initial  value 549.306144 
iter  10 value 475.610768
iter  20 value 437.017486
iter  30 value 421.765848
iter  40 value 379.391369
iter  50 value 372.849959
iter  60 value 371.779382
final  value 371.779355 
converged
# weights:  81 (52 variable)
initial  value 549.306144 
iter  10 value 468.669654
iter  20 value 428.763462
iter  30 value 415.231777
iter  40 value 380.482534
iter  50 value 373.303302
iter  60 value 372.688511
iter  60 value 372.688508
iter  60 value 372.688508
final  value 372.688508 
converged
# weights:  81 (52 variable)
initial  value 549.306144 
iter  10 value 474.127083
iter  20 value 434.228863
iter  30 value 413.747636
iter  40 value 381.912212
iter  50 value 375.338145
iter  60 value 374.506626
final  value 374.506617 
converged
# weights:  81 (52 variable)
initial  value 549.306144 
iter  10 value 474.148430
iter  20 value 434.679372
iter  30 value 419.092102
iter  40 value 379.032027
iter  50 value 372.800694
iter  60 value 372.144750
iter  60 value 372.144749
iter  60 value 372.144749
final  value 372.144749 
converged
# weights:  81 (52 variable)
initial  value 549.306144 
iter  10 value 473.881605
iter  20 value 434.023128
iter  30 value 416.490219
iter  40 value 379.020438
iter  50 value 372.664191
iter  60 value 371.882912
final  value 371.882907 
converged
# weights:  81 (52 variable)
initial  value 549.306144 
iter  10 value 473.201038
iter  20 value 433.781167
iter  30 value 416.725526
iter  40 value 382.363128
iter  50 value 373.824585
iter  60 value 372.563266
final  value 372.563245 
converged
# weights:  81 (52 variable)
initial  value 549.306144 
iter  10 value 473.990060
iter  20 value 434.667121
iter  30 value 418.913265
iter  40 value 380.289251
iter  50 value 375.014144
iter  60 value 373.798335
final  value 373.798321 
converged
# weights:  81 (52 variable)
initial  value 549.306144 
iter  10 value 462.909832
iter  20 value 422.477484
iter  30 value 408.083474
iter  40 value 378.714192
iter  50 value 374.274550
iter  60 value 371.935412
final  value 371.935380 
converged
# weights:  81 (52 variable)
initial  value 549.306144 
iter  10 value 469.674001
iter  20 value 426.386196
iter  30 value 408.993869
iter  40 value 383.026167
iter  50 value 372.879223
iter  60 value 372.103843
final  value 372.103817 
converged
# weights:  81 (52 variable)
initial  value 549.306144 
iter  10 value 469.501534
iter  20 value 425.406963
iter  30 value 409.220948
iter  40 value 378.960388
iter  50 value 372.514985
iter  60 value 372.111385
iter  60 value 372.111382
iter  60 value 372.111382
final  value 372.111382 
converged
# weights:  81 (52 variable)
initial  value 549.306144 
iter  10 value 468.229820
iter  20 value 425.579135
iter  30 value 396.324849
iter  40 value 383.541678
iter  50 value 376.288580
iter  60 value 375.695169
final  value 375.695137 
converged
# weights:  81 (52 variable)
initial  value 549.306144 
iter  10 value 468.788989
iter  20 value 423.995514
iter  30 value 405.076343
iter  40 value 379.781309
iter  50 value 372.954963
iter  60 value 371.693267
final  value 371.693245 
converged
# weights:  81 (52 variable)
initial  value 549.306144 
iter  10 value 469.928376
iter  20 value 428.487527
iter  30 value 416.227404
iter  40 value 389.897601
iter  50 value 379.859406
iter  60 value 378.637241
final  value 378.637123 
converged
# weights:  81 (52 variable)
initial  value 549.306144 
iter  10 value 471.724350
iter  20 value 427.586858
iter  30 value 412.661045
iter  40 value 381.459078
iter  50 value 373.986101
iter  60 value 372.949522
final  value 372.949512 
converged
# weights:  81 (52 variable)
initial  value 549.306144 
iter  10 value 467.836616
iter  20 value 424.391000
iter  30 value 411.292542
iter  40 value 380.470190
iter  50 value 373.028265
iter  60 value 372.179710
final  value 372.179664 
converged
# weights:  81 (52 variable)
initial  value 549.306144 
iter  10 value 466.519118
iter  20 value 425.833372
iter  30 value 411.330824
iter  40 value 380.411675
iter  50 value 372.160189
iter  60 value 371.715789
final  value 371.715747 
converged
# weights:  81 (52 variable)
initial  value 549.306144 
iter  10 value 470.693027
iter  20 value 426.769254
iter  30 value 411.801557
iter  40 value 379.401346
iter  50 value 373.022940
iter  60 value 371.642134
final  value 371.642129 
converged
# weights:  81 (52 variable)
initial  value 549.306144 
iter  10 value 470.548521
iter  20 value 425.788003
iter  30 value 399.006874
iter  40 value 382.029674
iter  50 value 373.563970
iter  60 value 372.907418
final  value 372.907394 
converged
# weights:  81 (52 variable)
initial  value 549.306144 
iter  10 value 468.411088
iter  20 value 424.829300
iter  30 value 409.941592
iter  40 value 379.133266
iter  50 value 372.170612
iter  60 value 371.183271
final  value 371.183266 
converged
# weights:  81 (52 variable)
initial  value 549.306144 
iter  10 value 465.882319
iter  20 value 425.601950
iter  30 value 408.803112
iter  40 value 380.346114
iter  50 value 373.454594
iter  60 value 372.646740
iter  60 value 372.646738
iter  60 value 372.646738
final  value 372.646738 
converged
# weights:  81 (52 variable)
initial  value 549.306144 
iter  10 value 476.556645
iter  20 value 442.338323
iter  30 value 427.317764
iter  40 value 395.984639
iter  50 value 386.000868
iter  60 value 385.105014
final  value 385.105008 
converged
# weights:  81 (52 variable)
initial  value 549.306144 
iter  10 value 483.656182
iter  20 value 447.271902
iter  30 value 436.385728
iter  40 value 402.837522
iter  50 value 397.243465
iter  60 value 396.860379
final  value 396.860361 
converged
# weights:  81 (52 variable)
initial  value 549.306144 
iter  10 value 476.889705
iter  20 value 437.754188
iter  30 value 419.632143
iter  40 value 389.699083
iter  50 value 384.012626
iter  60 value 383.271313
final  value 383.271288 
converged
# weights:  81 (52 variable)
initial  value 549.306144 
iter  10 value 476.683318
iter  20 value 439.252041
iter  30 value 424.593987
iter  40 value 390.962119
iter  50 value 385.435908
iter  60 value 384.529968
final  value 384.529961 
converged
# weights:  81 (52 variable)
initial  value 549.306144 
iter  10 value 479.020586
iter  20 value 443.151385
iter  30 value 431.062331
iter  40 value 402.989792
iter  50 value 393.499993
iter  60 value 392.338738
final  value 392.338724 
converged
# weights:  87 (56 variable)
initial  value 549.306144 
iter  10 value 463.160100
iter  20 value 423.458773
iter  30 value 410.711966
iter  40 value 384.970505
iter  50 value 373.809556
iter  60 value 370.086165
final  value 370.054397 
converged
# weights:  87 (56 variable)
initial  value 549.306144 
iter  10 value 468.594727
iter  20 value 428.618907
iter  30 value 414.742686
iter  40 value 386.286551
iter  50 value 375.379668
iter  60 value 370.143197
final  value 370.074950 
converged
# weights:  87 (56 variable)
initial  value 549.306144 
iter  10 value 462.964333
iter  20 value 424.654632
iter  30 value 410.209492
iter  40 value 383.270420
iter  50 value 371.925929
iter  60 value 369.775463
final  value 369.740511 
converged
# weights:  87 (56 variable)
initial  value 549.306144 
iter  10 value 461.834894
iter  20 value 422.907871
iter  30 value 411.402895
iter  40 value 387.315261
iter  50 value 372.408134
iter  60 value 370.338258
final  value 370.258890 
converged
# weights:  87 (56 variable)
initial  value 549.306144 
iter  10 value 460.696264
iter  20 value 422.220168
iter  30 value 411.860781
iter  40 value 384.225046
iter  50 value 374.013654
iter  60 value 370.422110
final  value 370.178657 
converged
# weights:  87 (56 variable)
initial  value 549.306144 
iter  10 value 464.258322
iter  20 value 424.637010
iter  30 value 408.987709
iter  40 value 385.996413
iter  50 value 372.572391
iter  60 value 370.351213
final  value 370.327650 
converged
# weights:  87 (56 variable)
initial  value 549.306144 
iter  10 value 465.114521
iter  20 value 426.022380
iter  30 value 412.736600
iter  40 value 384.391924
iter  50 value 372.407991
iter  60 value 370.587773
final  value 370.504510 
converged
# weights:  87 (56 variable)
initial  value 549.306144 
iter  10 value 466.238046
iter  20 value 424.755782
iter  30 value 411.979192
iter  40 value 390.918755
iter  50 value 373.297192
iter  60 value 369.902704
final  value 369.896948 
converged
# weights:  87 (56 variable)
initial  value 549.306144 
iter  10 value 465.535097
iter  20 value 424.983829
iter  30 value 412.079183
iter  40 value 384.443393
iter  50 value 371.659305
iter  60 value 370.062645
final  value 370.030967 
converged
# weights:  87 (56 variable)
initial  value 549.306144 
iter  10 value 468.432308
iter  20 value 428.656163
iter  30 value 412.355163
iter  40 value 382.298894
iter  50 value 371.676584
iter  60 value 370.268123
final  value 370.240155 
converged
# weights:  87 (56 variable)
initial  value 549.306144 
iter  10 value 462.000733
iter  20 value 422.920989
iter  30 value 410.450886
iter  40 value 386.385606
iter  50 value 372.181788
iter  60 value 370.543914
final  value 370.525203 
converged
# weights:  87 (56 variable)
initial  value 549.306144 
iter  10 value 468.546629
iter  20 value 427.209158
iter  30 value 412.187233
iter  40 value 383.027903
iter  50 value 373.509941
iter  60 value 370.036246
final  value 369.995251 
converged
# weights:  87 (56 variable)
initial  value 549.306144 
iter  10 value 467.975574
iter  20 value 425.401176
iter  30 value 407.355441
iter  40 value 384.603930
iter  50 value 372.334038
iter  60 value 370.095108
final  value 370.079825 
converged
# weights:  87 (56 variable)
initial  value 549.306144 
iter  10 value 467.830150
iter  20 value 423.579539
iter  30 value 410.152207
iter  40 value 384.938476
iter  50 value 371.659940
iter  60 value 369.838087
final  value 369.817880 
converged
# weights:  87 (56 variable)
initial  value 549.306144 
iter  10 value 468.150400
iter  20 value 424.978141
iter  30 value 411.873922
iter  40 value 387.513471
iter  50 value 372.405433
iter  60 value 369.955001
final  value 369.947293 
converged
# weights:  87 (56 variable)
initial  value 549.306144 
iter  10 value 467.503167
iter  20 value 424.382455
iter  30 value 409.586527
iter  40 value 386.002140
iter  50 value 372.195591
iter  60 value 369.846458
final  value 369.825146 
converged
# weights:  87 (56 variable)
initial  value 549.306144 
iter  10 value 467.726942
iter  20 value 424.258050
iter  30 value 410.596240
iter  40 value 381.123461
iter  50 value 373.045748
iter  60 value 370.356255
final  value 370.337384 
converged
# weights:  87 (56 variable)
initial  value 549.306144 
iter  10 value 469.249432
iter  20 value 425.088681
iter  30 value 408.780271
iter  40 value 385.308880
iter  50 value 372.845387
iter  60 value 369.869638
final  value 369.842814 
converged
# weights:  87 (56 variable)
initial  value 549.306144 
iter  10 value 466.729042
iter  20 value 424.281371
iter  30 value 410.641786
iter  40 value 384.532359
iter  50 value 374.604276
iter  60 value 370.183722
final  value 370.174660 
converged
# weights:  87 (56 variable)
initial  value 549.306144 
iter  10 value 468.200805
iter  20 value 424.628663
iter  30 value 410.616193
iter  40 value 383.646238
iter  50 value 373.886837
iter  60 value 370.294486
final  value 370.202991 
converged
# weights:  87 (56 variable)
initial  value 549.306144 
iter  10 value 467.968273
iter  20 value 424.412497
iter  30 value 407.005480
iter  40 value 380.197623
iter  50 value 374.576463
iter  60 value 370.543407
final  value 370.452260 
converged
# weights:  87 (56 variable)
initial  value 549.306144 
iter  10 value 471.085351
iter  20 value 427.655091
iter  30 value 412.211537
iter  40 value 389.962649
iter  50 value 373.640741
iter  60 value 370.397739
final  value 370.377140 
converged
# weights:  87 (56 variable)
initial  value 549.306144 
iter  10 value 470.834129
iter  20 value 429.062826
iter  30 value 412.434653
iter  40 value 386.947318
iter  50 value 372.082041
iter  60 value 370.203176
final  value 370.192060 
converged
# weights:  87 (56 variable)
initial  value 549.306144 
iter  10 value 468.009786
iter  20 value 425.040252
iter  30 value 412.705367
iter  40 value 386.475136
iter  50 value 371.981552
iter  60 value 369.937158
final  value 369.905046 
converged
# weights:  81 (52 variable)
initial  value 549.306144 
iter  10 value 468.411088
iter  20 value 424.829300
iter  30 value 409.941592
iter  40 value 379.133266
iter  50 value 372.170612
iter  60 value 371.183271
final  value 371.183266 
converged
# weights:  78 (50 variable)
initial  value 549.306144 
iter  10 value 473.187607
iter  20 value 430.865772
iter  30 value 413.200565
iter  40 value 379.897616
iter  50 value 373.129881
final  value 372.813818 
converged
# weights:  78 (50 variable)
initial  value 549.306144 
iter  10 value 472.621127
iter  20 value 431.091274
iter  30 value 412.339709
iter  40 value 379.920122
iter  50 value 373.072380
final  value 372.589527 
converged
# weights:  78 (50 variable)
initial  value 549.306144 
iter  10 value 468.827359
iter  20 value 429.500124
iter  30 value 414.546716
iter  40 value 381.852922
iter  50 value 373.633523
final  value 373.322891 
converged
# weights:  78 (50 variable)
initial  value 549.306144 
iter  10 value 474.785643
iter  20 value 434.662220
iter  30 value 411.729671
iter  40 value 380.142500
iter  50 value 375.712668
final  value 375.274167 
converged
# weights:  78 (50 variable)
initial  value 549.306144 
iter  10 value 471.921177
iter  20 value 432.079857
iter  30 value 412.281002
iter  40 value 386.158933
iter  50 value 373.355651
final  value 372.725629 
converged
# weights:  78 (50 variable)
initial  value 549.306144 
iter  10 value 473.928905
iter  20 value 434.058025
iter  30 value 421.163502
iter  40 value 379.804322
iter  50 value 373.078796
final  value 372.407526 
converged
# weights:  78 (50 variable)
initial  value 549.306144 
iter  10 value 473.961555
iter  20 value 434.865869
iter  30 value 417.366225
iter  40 value 382.025597
iter  50 value 373.865065
final  value 373.401431 
converged
# weights:  78 (50 variable)
initial  value 549.306144 
iter  10 value 474.834550
iter  20 value 435.591834
iter  30 value 417.451942
iter  40 value 380.822218
iter  50 value 375.191909
final  value 374.457432 
converged
# weights:  78 (50 variable)
initial  value 549.306144 
iter  10 value 464.383497
iter  20 value 423.820158
iter  30 value 410.596659
iter  40 value 378.641550
iter  50 value 373.091464
final  value 372.735185 
converged
# weights:  78 (50 variable)
initial  value 549.306144 
iter  10 value 469.947304
iter  20 value 426.915034
iter  30 value 409.564883
iter  40 value 381.313260
iter  50 value 373.452213
final  value 372.606982 
converged
# weights:  78 (50 variable)
initial  value 549.306144 
iter  10 value 469.964770
iter  20 value 426.158333
iter  30 value 410.904017
iter  40 value 379.875760
iter  50 value 373.264188
final  value 372.656206 
converged
# weights:  78 (50 variable)
initial  value 549.306144 
iter  10 value 468.666883
iter  20 value 426.345484
iter  30 value 390.523433
iter  40 value 381.423732
iter  50 value 376.643974
final  value 376.313322 
converged
# weights:  78 (50 variable)
initial  value 549.306144 
iter  10 value 469.325617
iter  20 value 425.211049
iter  30 value 401.857385
iter  40 value 379.846517
iter  50 value 373.299137
final  value 372.430419 
converged
# weights:  78 (50 variable)
initial  value 549.306144 
iter  10 value 470.383495
iter  20 value 429.046735
iter  30 value 415.670408
iter  40 value 390.543857
iter  50 value 379.756871
iter  60 value 379.162096
final  value 379.162090 
converged
# weights:  78 (50 variable)
initial  value 549.306144 
iter  10 value 469.428691
iter  20 value 426.278178
iter  30 value 412.757319
iter  40 value 380.986233
iter  50 value 373.717614
final  value 373.332677 
converged
# weights:  78 (50 variable)
initial  value 549.306144 
iter  10 value 468.538269
iter  20 value 425.745281
iter  30 value 407.494886
iter  40 value 380.857862
iter  50 value 373.361260
final  value 372.952191 
converged
# weights:  78 (50 variable)
initial  value 549.306144 
iter  10 value 468.679417
iter  20 value 427.296263
iter  30 value 411.426990
iter  40 value 380.900641
iter  50 value 372.827719
final  value 372.518324 
converged
# weights:  78 (50 variable)
initial  value 549.306144 
iter  10 value 468.413211
iter  20 value 425.006494
iter  30 value 410.595409
iter  40 value 379.572337
iter  50 value 373.156586
final  value 372.486645 
converged
# weights:  78 (50 variable)
initial  value 549.306144 
iter  10 value 470.948972
iter  20 value 426.900007
iter  30 value 394.300718
iter  40 value 379.315550
iter  50 value 374.968297
iter  60 value 373.561456
iter  60 value 373.561456
iter  60 value 373.561456
final  value 373.561456 
converged
# weights:  78 (50 variable)
initial  value 549.306144 
iter  10 value 466.461209
iter  20 value 426.026624
iter  30 value 404.697384
iter  40 value 378.452954
iter  50 value 373.539329
final  value 373.214376 
converged
# weights:  78 (50 variable)
initial  value 549.306144 
iter  10 value 477.344413
iter  20 value 440.409389
iter  30 value 427.502177
iter  40 value 392.285686
iter  50 value 386.654949
final  value 385.762322 
converged
# weights:  78 (50 variable)
initial  value 549.306144 
iter  10 value 481.114529
iter  20 value 444.680070
iter  30 value 434.069831
iter  40 value 402.345405
iter  50 value 397.805952
final  value 397.421352 
converged
# weights:  78 (50 variable)
initial  value 549.306144 
iter  10 value 477.981229
iter  20 value 438.069901
iter  30 value 422.171973
iter  40 value 388.731177
iter  50 value 385.146042
final  value 384.067368 
converged
# weights:  78 (50 variable)
initial  value 549.306144 
iter  10 value 477.451632
iter  20 value 440.121649
iter  30 value 424.969893
iter  40 value 391.728820
iter  50 value 385.638576
final  value 385.112059 
converged
# weights:  78 (50 variable)
initial  value 549.306144 
iter  10 value 480.001453
iter  20 value 444.185708
iter  30 value 430.860781
iter  40 value 398.907114
iter  50 value 394.016010
final  value 393.120353 
converged
# weights:  84 (54 variable)
initial  value 549.306144 
iter  10 value 463.708941
iter  20 value 423.846229
iter  30 value 411.783263
iter  40 value 387.058292
iter  50 value 372.465157
iter  60 value 370.717626
final  value 370.717194 
converged
# weights:  84 (54 variable)
initial  value 549.306144 
iter  10 value 466.201199
iter  20 value 424.753500
iter  30 value 412.128696
iter  40 value 384.794505
iter  50 value 373.463808
iter  60 value 370.736158
final  value 370.733043 
converged
# weights:  84 (54 variable)
initial  value 549.306144 
iter  10 value 463.668686
iter  20 value 423.836733
iter  30 value 408.869526
iter  40 value 387.556982
iter  50 value 372.155327
iter  60 value 370.371237
final  value 370.370776 
converged
# weights:  84 (54 variable)
initial  value 549.306144 
iter  10 value 461.963292
iter  20 value 422.711259
iter  30 value 408.151187
iter  40 value 386.729100
iter  50 value 372.591633
iter  60 value 370.882692
final  value 370.881666 
converged
# weights:  84 (54 variable)
initial  value 549.306144 
iter  10 value 461.032157
iter  20 value 422.973522
iter  30 value 406.751234
iter  40 value 381.827548
iter  50 value 372.654718
iter  60 value 370.801047
final  value 370.800600 
converged
# weights:  84 (54 variable)
initial  value 549.306144 
iter  10 value 464.624816
iter  20 value 425.172737
iter  30 value 408.793514
iter  40 value 390.363514
iter  50 value 374.214279
iter  60 value 370.984986
final  value 370.983430 
converged
# weights:  84 (54 variable)
initial  value 549.306144 
iter  10 value 462.988596
iter  20 value 423.112458
iter  30 value 409.014036
iter  40 value 385.631161
iter  50 value 373.804253
iter  60 value 371.143819
final  value 371.143352 
converged
# weights:  84 (54 variable)
initial  value 549.306144 
iter  10 value 466.758987
iter  20 value 425.413925
iter  30 value 408.126121
iter  40 value 383.981054
iter  50 value 372.185936
iter  60 value 370.526663
final  value 370.525741 
converged
# weights:  84 (54 variable)
initial  value 549.306144 
iter  10 value 466.041648
iter  20 value 425.296906
iter  30 value 411.699684
iter  40 value 385.062959
iter  50 value 372.993499
iter  60 value 370.678178
final  value 370.677583 
converged
# weights:  84 (54 variable)
initial  value 549.306144 
iter  10 value 466.083107
iter  20 value 425.429774
iter  30 value 410.197638
iter  40 value 386.490017
iter  50 value 372.931590
iter  60 value 370.836463
final  value 370.834916 
converged
# weights:  84 (54 variable)
initial  value 549.306144 
iter  10 value 462.500415
iter  20 value 423.169003
iter  30 value 409.762972
iter  40 value 384.257083
iter  50 value 372.810520
iter  60 value 371.172129
final  value 371.171523 
converged
# weights:  84 (54 variable)
initial  value 549.306144 
iter  10 value 465.967100
iter  20 value 424.480965
iter  30 value 410.146080
iter  40 value 384.987658
iter  50 value 374.721151
iter  60 value 370.686835
final  value 370.684130 
converged
# weights:  84 (54 variable)
initial  value 549.306144 
iter  10 value 468.126571
iter  20 value 425.256533
iter  30 value 409.557695
iter  40 value 384.273802
iter  50 value 372.284393
iter  60 value 370.657003
final  value 370.656140 
converged
# weights:  84 (54 variable)
initial  value 549.306144 
iter  10 value 468.251723
iter  20 value 423.995505
iter  30 value 411.065810
iter  40 value 385.303368
iter  50 value 372.913413
iter  60 value 370.428866
final  value 370.428583 
converged
# weights:  84 (54 variable)
initial  value 549.306144 
iter  10 value 468.663972
iter  20 value 425.796351
iter  30 value 411.988105
iter  40 value 382.808158
iter  50 value 372.369435
iter  60 value 370.663793
final  value 370.663366 
converged
# weights:  84 (54 variable)
initial  value 549.306144 
iter  10 value 467.962645
iter  20 value 424.982741
iter  30 value 412.814132
iter  40 value 383.720787
iter  50 value 372.820520
iter  60 value 370.636464
final  value 370.636061 
converged
# weights:  84 (54 variable)
initial  value 549.306144 
iter  10 value 468.160284
iter  20 value 424.831130
iter  30 value 409.513323
iter  40 value 380.111640
iter  50 value 373.223678
iter  60 value 370.971574
final  value 370.971044 
converged
# weights:  84 (54 variable)
initial  value 549.306144 
iter  10 value 469.978843
iter  20 value 425.285663
iter  30 value 411.746152
iter  40 value 384.823755
iter  50 value 373.090290
iter  60 value 370.632384
final  value 370.631154 
converged
# weights:  84 (54 variable)
initial  value 549.306144 
iter  10 value 467.160457
iter  20 value 424.815177
iter  30 value 404.903458
iter  40 value 383.212146
iter  50 value 373.499656
iter  60 value 370.773102
final  value 370.772824 
converged
# weights:  84 (54 variable)
initial  value 549.306144 
iter  10 value 468.618646
iter  20 value 424.788002
iter  30 value 411.992714
iter  40 value 382.975754
iter  50 value 372.440724
iter  60 value 370.876311
final  value 370.875819 
converged
# weights:  84 (54 variable)
initial  value 549.306144 
iter  10 value 468.361753
iter  20 value 425.438732
iter  30 value 411.193563
iter  40 value 382.699982
iter  50 value 373.207871
iter  60 value 371.064650
final  value 371.064220 
converged
# weights:  84 (54 variable)
initial  value 549.306144 
iter  10 value 469.246384
iter  20 value 424.842014
iter  30 value 410.270009
iter  40 value 386.999509
iter  50 value 373.597106
iter  60 value 371.012748
final  value 371.011719 
converged
# weights:  84 (54 variable)
initial  value 549.306144 
iter  10 value 467.975458
iter  20 value 424.128765
iter  30 value 409.951448
iter  40 value 380.199664
iter  50 value 373.817190
iter  60 value 370.538288
final  value 370.536567 
converged
# weights:  84 (54 variable)
initial  value 549.306144 
iter  10 value 471.727869
iter  20 value 429.149805
iter  30 value 412.470264
iter  40 value 385.163406
iter  50 value 373.116016
iter  60 value 370.886122
final  value 370.884070 
converged
# weights:  84 (54 variable)
initial  value 549.306144 
iter  10 value 468.323622
iter  20 value 425.262902
iter  30 value 411.130600
iter  40 value 384.339044
iter  50 value 372.911579
iter  60 value 370.579522
final  value 370.578874 
converged
# weights:  78 (50 variable)
initial  value 549.306144 
iter  10 value 473.928905
iter  20 value 434.058025
iter  30 value 421.163502
iter  40 value 379.804322
iter  50 value 373.078796
final  value 372.407526 
converged
# weights:  75 (48 variable)
initial  value 549.306144 
iter  10 value 476.928277
iter  20 value 431.594481
iter  30 value 409.192276
iter  40 value 378.217294
iter  50 value 374.008911
final  value 373.962533 
converged
# weights:  75 (48 variable)
initial  value 549.306144 
iter  10 value 476.468463
iter  20 value 430.764198
iter  30 value 410.126683
iter  40 value 378.191024
iter  50 value 374.051533
final  value 373.798183 
converged
# weights:  75 (48 variable)
initial  value 549.306144 
iter  10 value 472.682800
iter  20 value 434.052984
iter  30 value 405.862616
iter  40 value 383.785301
iter  50 value 375.112321
final  value 374.602564 
converged
# weights:  75 (48 variable)
initial  value 549.306144 
iter  10 value 478.995563
iter  20 value 435.494380
iter  30 value 411.589368
iter  40 value 382.437764
iter  50 value 377.063504
final  value 376.398253 
converged
# weights:  75 (48 variable)
initial  value 549.306144 
iter  10 value 475.550333
iter  20 value 435.000613
iter  30 value 410.453582
iter  40 value 377.475823
iter  50 value 374.800146
final  value 373.996964 
converged
# weights:  75 (48 variable)
initial  value 549.306144 
iter  10 value 474.289954
iter  20 value 432.037024
iter  30 value 411.311967
iter  40 value 379.426058
iter  50 value 374.790545
final  value 374.396806 
converged
# weights:  75 (48 variable)
initial  value 549.306144 
iter  10 value 476.154845
iter  20 value 434.476852
iter  30 value 416.477410
iter  40 value 380.277626
iter  50 value 375.969601
final  value 375.661206 
converged
# weights:  75 (48 variable)
initial  value 549.306144 
iter  10 value 469.824358
iter  20 value 430.316453
iter  30 value 411.630213
iter  40 value 378.724615
iter  50 value 374.408856
final  value 374.023950 
converged
# weights:  75 (48 variable)
initial  value 549.306144 
iter  10 value 474.984112
iter  20 value 432.422778
iter  30 value 414.612488
iter  40 value 382.921071
iter  50 value 374.124143
final  value 373.766724 
converged
# weights:  75 (48 variable)
initial  value 549.306144 
iter  10 value 475.878615
iter  20 value 435.179445
iter  30 value 412.896096
iter  40 value 378.854501
iter  50 value 374.257250
final  value 373.929597 
converged
# weights:  75 (48 variable)
initial  value 549.306144 
iter  10 value 474.160619
iter  20 value 435.288552
iter  30 value 394.767642
iter  40 value 382.180221
iter  50 value 377.832196
final  value 377.791548 
converged
# weights:  75 (48 variable)
initial  value 549.306144 
iter  10 value 475.063289
iter  20 value 431.973578
iter  30 value 411.070271
iter  40 value 380.972696
iter  50 value 374.250676
final  value 373.625487 
converged
# weights:  75 (48 variable)
initial  value 549.306144 
iter  10 value 475.969876
iter  20 value 437.502234
iter  30 value 423.733009
iter  40 value 386.068321
iter  50 value 380.353674
final  value 380.246630 
converged
# weights:  75 (48 variable)
initial  value 549.306144 
iter  10 value 475.260331
iter  20 value 435.270147
iter  30 value 422.513011
iter  40 value 385.258212
iter  50 value 375.837449
final  value 374.460459 
converged
# weights:  75 (48 variable)
initial  value 549.306144 
iter  10 value 474.129821
iter  20 value 431.674216
iter  30 value 409.890670
iter  40 value 381.693070
iter  50 value 374.344778
final  value 374.194672 
converged
# weights:  75 (48 variable)
initial  value 549.306144 
iter  10 value 473.500351
iter  20 value 433.994544
iter  30 value 410.942607
iter  40 value 379.666261
iter  50 value 374.024442
final  value 373.753149 
converged
# weights:  75 (48 variable)
initial  value 549.306144 
iter  10 value 474.270237
iter  20 value 432.975010
iter  30 value 415.581056
iter  40 value 379.745836
iter  50 value 374.510950
final  value 373.827198 
converged
# weights:  75 (48 variable)
initial  value 549.306144 
iter  10 value 477.032325
iter  20 value 436.372314
iter  30 value 400.542790
iter  40 value 382.328751
iter  50 value 376.039962
final  value 374.951786 
converged
# weights:  75 (48 variable)
initial  value 549.306144 
iter  10 value 472.832488
iter  20 value 433.319976
iter  30 value 410.612351
iter  40 value 380.890985
iter  50 value 374.704771
final  value 374.395061 
converged
# weights:  75 (48 variable)
initial  value 549.306144 
iter  10 value 477.442036
iter  20 value 438.650642
iter  30 value 420.815766
iter  40 value 391.941409
iter  50 value 386.680451
final  value 386.409512 
converged
# weights:  75 (48 variable)
initial  value 549.306144 
iter  10 value 484.167338
iter  20 value 445.112711
iter  30 value 425.231593
iter  40 value 401.786732
iter  50 value 398.643733
final  value 398.552684 
converged
# weights:  75 (48 variable)
initial  value 549.306144 
iter  10 value 477.920947
iter  20 value 437.035875
iter  30 value 412.420701
iter  40 value 390.147202
iter  50 value 385.848256
final  value 385.447962 
converged
# weights:  75 (48 variable)
initial  value 549.306144 
iter  10 value 478.084498
iter  20 value 438.749726
iter  30 value 422.279016
iter  40 value 389.928268
iter  50 value 386.452063
final  value 386.297026 
converged
# weights:  75 (48 variable)
initial  value 549.306144 
iter  10 value 483.756886
iter  20 value 447.385187
iter  30 value 426.828183
iter  40 value 397.289285
iter  50 value 395.146452
final  value 394.604555 
converged
# weights:  81 (52 variable)
initial  value 549.306144 
iter  10 value 469.258900
iter  20 value 427.278006
iter  30 value 413.712796
iter  40 value 380.449568
iter  50 value 373.631384
iter  60 value 371.974767
final  value 371.974761 
converged
# weights:  81 (52 variable)
initial  value 549.306144 
iter  10 value 474.056080
iter  20 value 432.760819
iter  30 value 417.955143
iter  40 value 389.432651
iter  50 value 372.779103
iter  60 value 371.840719
final  value 371.840711 
converged
# weights:  81 (52 variable)
initial  value 549.306144 
iter  10 value 468.903911
iter  20 value 425.640722
iter  30 value 406.370613
iter  40 value 380.009893
iter  50 value 372.211219
iter  60 value 371.511030
final  value 371.511016 
converged
# weights:  81 (52 variable)
initial  value 549.306144 
iter  10 value 468.345767
iter  20 value 425.414914
iter  30 value 410.680332
iter  40 value 382.021019
iter  50 value 372.867582
iter  60 value 372.165072
final  value 372.165065 
converged
# weights:  81 (52 variable)
initial  value 549.306144 
iter  10 value 466.973774
iter  20 value 428.990578
iter  30 value 415.130655
iter  40 value 382.149655
iter  50 value 373.314992
iter  60 value 372.078139
final  value 372.078082 
converged
# weights:  81 (52 variable)
initial  value 549.306144 
iter  10 value 470.609416
iter  20 value 428.344346
iter  30 value 414.026360
iter  40 value 379.874932
iter  50 value 372.923054
iter  60 value 372.265307
final  value 372.265289 
converged
# weights:  81 (52 variable)
initial  value 549.306144 
iter  10 value 473.991063
iter  20 value 434.861202
iter  30 value 415.743904
iter  40 value 382.170696
iter  50 value 374.072311
iter  60 value 372.375925
final  value 372.375886 
converged
# weights:  81 (52 variable)
initial  value 549.306144 
iter  10 value 474.408511
iter  20 value 435.820888
iter  30 value 419.494402
iter  40 value 382.216648
iter  50 value 373.189973
iter  60 value 371.760093
final  value 371.760070 
converged
# weights:  81 (52 variable)
initial  value 549.306144 
iter  10 value 473.537911
iter  20 value 433.618760
iter  30 value 416.992747
iter  40 value 382.645757
iter  50 value 372.671219
iter  60 value 371.984498
final  value 371.984493 
converged
# weights:  81 (52 variable)
initial  value 549.306144 
iter  10 value 471.709438
iter  20 value 427.397406
iter  30 value 413.694682
iter  40 value 381.355676
iter  50 value 373.287814
iter  60 value 372.173248
final  value 372.173238 
converged
# weights:  81 (52 variable)
initial  value 549.306144 
iter  10 value 468.411088
iter  20 value 424.829300
iter  30 value 409.941592
iter  40 value 379.133266
iter  50 value 372.170612
iter  60 value 371.183271
final  value 371.183266 
converged
# weights:  81 (52 variable)
initial  value 549.306144 
iter  10 value 470.759302
iter  20 value 433.039992
iter  30 value 420.244424
iter  40 value 385.252500
iter  50 value 374.626007
iter  60 value 372.383121
final  value 372.383108 
converged
# weights:  81 (52 variable)
initial  value 549.306144 
iter  10 value 473.798829
iter  20 value 432.884574
iter  30 value 418.281873
iter  40 value 381.567828
iter  50 value 372.599284
iter  60 value 371.915784
final  value 371.915725 
converged
# weights:  81 (52 variable)
initial  value 549.306144 
iter  10 value 473.987533
iter  20 value 432.250817
iter  30 value 409.398358
iter  40 value 379.982728
iter  50 value 373.255327
iter  60 value 371.965465
final  value 371.965406 
converged
# weights:  81 (52 variable)
initial  value 549.306144 
iter  10 value 473.703053
iter  20 value 431.289447
iter  30 value 414.435046
iter  40 value 378.544605
iter  50 value 372.775726
iter  60 value 371.851837
final  value 371.851832 
converged
# weights:  81 (52 variable)
initial  value 549.306144 
iter  10 value 474.595835
iter  20 value 434.352427
iter  30 value 415.751763
iter  40 value 381.153898
iter  50 value 373.131462
iter  60 value 371.931944
final  value 371.931901 
converged
# weights:  81 (52 variable)
initial  value 549.306144 
iter  10 value 473.516767
iter  20 value 432.611083
iter  30 value 417.087892
iter  40 value 382.656162
iter  50 value 374.464537
iter  60 value 371.902335
final  value 371.902308 
converged
# weights:  81 (52 variable)
initial  value 549.306144 
iter  10 value 473.649003
iter  20 value 432.916192
iter  30 value 419.659789
iter  40 value 380.189697
iter  50 value 372.994199
iter  60 value 372.258857
final  value 372.258840 
converged
# weights:  81 (52 variable)
initial  value 549.306144 
iter  10 value 475.006534
iter  20 value 432.948592
iter  30 value 414.063529
iter  40 value 380.814270
iter  50 value 373.725782
iter  60 value 371.770440
final  value 371.770420 
converged
# weights:  81 (52 variable)
initial  value 549.306144 
iter  10 value 472.561014
iter  20 value 431.135374
iter  30 value 417.007036
iter  40 value 386.882106
iter  50 value 373.418541
iter  60 value 372.005076
final  value 372.005070 
converged
# weights:  81 (52 variable)
initial  value 549.306144 
iter  10 value 474.043429
iter  20 value 431.938855
iter  30 value 416.168229
iter  40 value 383.165575
iter  50 value 373.133771
iter  60 value 372.072986
final  value 372.072973 
converged
# weights:  81 (52 variable)
initial  value 549.306144 
iter  10 value 473.900780
iter  20 value 435.731476
iter  30 value 417.764844
iter  40 value 382.020138
iter  50 value 374.106763
iter  60 value 372.266456
final  value 372.266382 
converged
# weights:  81 (52 variable)
initial  value 549.306144 
iter  10 value 477.858791
iter  20 value 434.925589
iter  30 value 416.484631
iter  40 value 383.183869
iter  50 value 374.102161
iter  60 value 372.213628
final  value 372.213605 
converged
# weights:  81 (52 variable)
initial  value 549.306144 
iter  10 value 473.881605
iter  20 value 434.023128
iter  30 value 416.490219
iter  40 value 379.020438
iter  50 value 372.664191
iter  60 value 371.882912
final  value 371.882907 
converged
# weights:  81 (52 variable)
initial  value 549.306144 
iter  10 value 474.655233
iter  20 value 431.930504
iter  30 value 414.394897
iter  40 value 382.734350
iter  50 value 373.454027
iter  60 value 372.026624
final  value 372.026613 
converged
# weights:  81 (52 variable)
initial  value 549.306144 
iter  10 value 473.922114
iter  20 value 430.921568
iter  30 value 414.488138
iter  40 value 380.957523
iter  50 value 373.170771
iter  60 value 371.825752
final  value 371.825737 
converged
# weights:  75 (48 variable)
initial  value 549.306144 
iter  10 value 475.063289
iter  20 value 431.973578
iter  30 value 411.070271
iter  40 value 380.972696
iter  50 value 374.250676
final  value 373.625487 
converged
# weights:  72 (46 variable)
initial  value 549.306144 
iter  10 value 478.305957
iter  20 value 431.729323
iter  30 value 397.730152
iter  40 value 379.331259
iter  50 value 375.232806
final  value 375.223175 
converged
# weights:  72 (46 variable)
initial  value 549.306144 
iter  10 value 477.748833
iter  20 value 431.418674
iter  30 value 402.041331
iter  40 value 378.325523
iter  50 value 375.019514
final  value 375.017140 
converged
# weights:  72 (46 variable)
initial  value 549.306144 
iter  10 value 473.849740
iter  20 value 434.914162
iter  30 value 399.704444
iter  40 value 381.327019
iter  50 value 375.832834
final  value 375.824788 
converged
# weights:  72 (46 variable)
initial  value 549.306144 
iter  10 value 480.125495
iter  20 value 436.473820
iter  30 value 399.773676
iter  40 value 384.432278
iter  50 value 377.354849
final  value 377.341087 
converged
# weights:  72 (46 variable)
initial  value 549.306144 
iter  10 value 476.611786
iter  20 value 432.824854
iter  30 value 396.797005
iter  40 value 380.277753
iter  50 value 375.230420
final  value 375.218478 
converged
# weights:  72 (46 variable)
initial  value 549.306144 
iter  10 value 475.031386
iter  20 value 434.803112
iter  30 value 402.282483
iter  40 value 379.374608
iter  50 value 375.541909
final  value 375.530244 
converged
# weights:  72 (46 variable)
initial  value 549.306144 
iter  10 value 477.066094
iter  20 value 433.721935
iter  30 value 403.945888
iter  40 value 380.959879
iter  50 value 376.877795
final  value 376.870629 
converged
# weights:  72 (46 variable)
initial  value 549.306144 
iter  10 value 471.222832
iter  20 value 430.962949
iter  30 value 398.473352
iter  40 value 381.710788
iter  50 value 375.254504
final  value 375.251061 
converged
# weights:  72 (46 variable)
initial  value 549.306144 
iter  10 value 476.147966
iter  20 value 432.604484
iter  30 value 404.566963
iter  40 value 382.993341
iter  50 value 375.024537
final  value 375.013506 
converged
# weights:  72 (46 variable)
initial  value 549.306144 
iter  10 value 476.645306
iter  20 value 433.005864
iter  30 value 408.590773
iter  40 value 380.475902
iter  50 value 375.062088
final  value 375.048678 
converged
# weights:  72 (46 variable)
initial  value 549.306144 
iter  10 value 475.207463
iter  20 value 433.699540
iter  30 value 400.776678
iter  40 value 385.762666
iter  50 value 378.853528
final  value 378.814470 
converged
# weights:  72 (46 variable)
initial  value 549.306144 
iter  10 value 477.126518
iter  20 value 435.756050
iter  30 value 417.139266
iter  40 value 384.508532
iter  50 value 381.601562
final  value 381.493252 
converged
# weights:  72 (46 variable)
initial  value 549.306144 
iter  10 value 476.237952
iter  20 value 433.113409
iter  30 value 403.826537
iter  40 value 381.557635
iter  50 value 375.472337
final  value 375.470413 
converged
# weights:  72 (46 variable)
initial  value 549.306144 
iter  10 value 475.178211
iter  20 value 433.289006
iter  30 value 401.156976
iter  40 value 381.460691
iter  50 value 375.763301
final  value 375.755552 
converged
# weights:  72 (46 variable)
initial  value 549.306144 
iter  10 value 474.278946
iter  20 value 434.363505
iter  30 value 405.355990
iter  40 value 382.063830
iter  50 value 374.966522
final  value 374.954817 
converged
# weights:  72 (46 variable)
initial  value 549.306144 
iter  10 value 475.772980
iter  20 value 432.445773
iter  30 value 405.877523
iter  40 value 380.193750
iter  50 value 375.315969
final  value 375.310389 
converged
# weights:  72 (46 variable)
initial  value 549.306144 
iter  10 value 477.613134
iter  20 value 435.526430
iter  30 value 398.416664
iter  40 value 384.238881
iter  50 value 375.752735
final  value 375.736390 
converged
# weights:  72 (46 variable)
initial  value 549.306144 
iter  10 value 474.672724
iter  20 value 437.448403
iter  30 value 407.782380
iter  40 value 380.813126
iter  50 value 375.373331
final  value 375.354336 
converged
# weights:  72 (46 variable)
initial  value 549.306144 
iter  10 value 478.440321
iter  20 value 438.688879
iter  30 value 417.632586
iter  40 value 393.697792
iter  50 value 387.667692
final  value 387.660022 
converged
# weights:  72 (46 variable)
initial  value 549.306144 
iter  10 value 484.989851
iter  20 value 445.594149
iter  30 value 426.507409
iter  40 value 403.869549
iter  50 value 399.510848
final  value 399.506804 
converged
# weights:  72 (46 variable)
initial  value 549.306144 
iter  10 value 479.158343
iter  20 value 437.401642
iter  30 value 414.301040
iter  40 value 391.525493
iter  50 value 386.769926
final  value 386.760804 
converged
# weights:  72 (46 variable)
initial  value 549.306144 
iter  10 value 479.453554
iter  20 value 438.550530
iter  30 value 415.712170
iter  40 value 391.259295
iter  50 value 387.774823
final  value 387.767079 
converged
# weights:  72 (46 variable)
initial  value 549.306144 
iter  10 value 484.236166
iter  20 value 445.267175
iter  30 value 423.881015
iter  40 value 399.065325
iter  50 value 395.343617
final  value 395.335334 
converged
# weights:  78 (50 variable)
initial  value 549.306144 
iter  10 value 470.570307
iter  20 value 426.796206
iter  30 value 410.483327
iter  40 value 380.827801
iter  50 value 373.735580
final  value 373.115925 
converged
# weights:  78 (50 variable)
initial  value 549.306144 
iter  10 value 475.785342
iter  20 value 432.354288
iter  30 value 415.409134
iter  40 value 380.703626
iter  50 value 373.921858
final  value 373.106692 
converged
# weights:  78 (50 variable)
initial  value 549.306144 
iter  10 value 470.566767
iter  20 value 425.545448
iter  30 value 406.128977
iter  40 value 381.024492
iter  50 value 373.782448
final  value 373.065303 
converged
# weights:  78 (50 variable)
initial  value 549.306144 
iter  10 value 469.300276
iter  20 value 425.760472
iter  30 value 409.367033
iter  40 value 380.461443
iter  50 value 374.143355
final  value 373.381103 
converged
# weights:  78 (50 variable)
initial  value 549.306144 
iter  10 value 468.077297
iter  20 value 425.653521
iter  30 value 407.691384
iter  40 value 384.000050
iter  50 value 374.465958
final  value 373.254253 
converged
# weights:  78 (50 variable)
initial  value 549.306144 
iter  10 value 471.331343
iter  20 value 428.147181
iter  30 value 408.527841
iter  40 value 380.670318
iter  50 value 373.919199
final  value 373.449725 
converged
# weights:  78 (50 variable)
initial  value 549.306144 
iter  10 value 474.543304
iter  20 value 434.118403
iter  30 value 415.575575
iter  40 value 380.808545
iter  50 value 374.470826
final  value 373.588374 
converged
# weights:  78 (50 variable)
initial  value 549.306144 
iter  10 value 475.511523
iter  20 value 438.511927
iter  30 value 412.542751
iter  40 value 381.287867
iter  50 value 373.430122
final  value 372.967096 
converged
# weights:  78 (50 variable)
initial  value 549.306144 
iter  10 value 474.761146
iter  20 value 436.694664
iter  30 value 413.525810
iter  40 value 380.375991
iter  50 value 373.501670
final  value 373.138206 
converged
# weights:  78 (50 variable)
initial  value 549.306144 
iter  10 value 472.332661
iter  20 value 428.004612
iter  30 value 405.183428
iter  40 value 381.200256
iter  50 value 374.060440
final  value 373.421014 
converged
# weights:  78 (50 variable)
initial  value 549.306144 
iter  10 value 469.325617
iter  20 value 425.211049
iter  30 value 401.857385
iter  40 value 379.846517
iter  50 value 373.299137
final  value 372.430419 
converged
# weights:  78 (50 variable)
initial  value 549.306144 
iter  10 value 471.761028
iter  20 value 432.406088
iter  30 value 417.409144
iter  40 value 380.375613
iter  50 value 374.116058
final  value 373.612622 
converged
# weights:  78 (50 variable)
initial  value 549.306144 
iter  10 value 474.930231
iter  20 value 432.928768
iter  30 value 414.058120
iter  40 value 380.438297
iter  50 value 374.237183
final  value 373.140323 
converged
# weights:  78 (50 variable)
initial  value 549.306144 
iter  10 value 475.127786
iter  20 value 432.986649
iter  30 value 405.997952
iter  40 value 382.381380
iter  50 value 373.885237
final  value 373.406852 
converged
# weights:  78 (50 variable)
initial  value 549.306144 
iter  10 value 474.858265
iter  20 value 431.347337
iter  30 value 410.022030
iter  40 value 380.392483
iter  50 value 373.677210
final  value 372.992032 
converged
# weights:  78 (50 variable)
initial  value 549.306144 
iter  10 value 475.791493
iter  20 value 432.407749
iter  30 value 408.020967
iter  40 value 378.847506
iter  50 value 373.616186
final  value 373.004783 
converged
# weights:  78 (50 variable)
initial  value 549.306144 
iter  10 value 473.928905
iter  20 value 434.058025
iter  30 value 421.163502
iter  40 value 379.804322
iter  50 value 373.078796
final  value 372.407526 
converged
# weights:  78 (50 variable)
initial  value 549.306144 
iter  10 value 474.370835
iter  20 value 431.316371
iter  30 value 407.971112
iter  40 value 383.859876
iter  50 value 373.525172
final  value 372.910662 
converged
# weights:  78 (50 variable)
initial  value 549.306144 
iter  10 value 474.765671
iter  20 value 431.865914
iter  30 value 415.258564
iter  40 value 380.641954
iter  50 value 374.188726
final  value 373.505926 
converged
# weights:  78 (50 variable)
initial  value 549.306144 
iter  10 value 476.051625
iter  20 value 431.966541
iter  30 value 404.391348
iter  40 value 380.460182
iter  50 value 374.138080
final  value 373.049471 
converged
# weights:  78 (50 variable)
initial  value 549.306144 
iter  10 value 473.577228
iter  20 value 431.551709
iter  30 value 410.606941
iter  40 value 385.910703
iter  50 value 374.298068
final  value 373.084783 
converged
# weights:  78 (50 variable)
initial  value 549.306144 
iter  10 value 475.185848
iter  20 value 431.603782
iter  30 value 408.164345
iter  40 value 379.195617
iter  50 value 373.988257
final  value 373.310006 
converged
# weights:  78 (50 variable)
initial  value 549.306144 
iter  10 value 475.001451
iter  20 value 432.578370
iter  30 value 406.143681
iter  40 value 378.262537
iter  50 value 373.932535
final  value 373.331122 
converged
# weights:  78 (50 variable)
initial  value 549.306144 
iter  10 value 478.483233
iter  20 value 434.389235
iter  30 value 408.303233
iter  40 value 383.208773
iter  50 value 373.872052
final  value 373.428670 
converged
# weights:  78 (50 variable)
initial  value 549.306144 
iter  10 value 474.847352
iter  20 value 434.872610
iter  30 value 411.014321
iter  40 value 381.013561
iter  50 value 373.884199
final  value 373.016082 
converged
# weights:  78 (50 variable)
initial  value 549.306144 
iter  10 value 475.269391
iter  20 value 436.164289
iter  30 value 409.978098
iter  40 value 380.985423
iter  50 value 373.690508
final  value 373.241242 
converged
# weights:  78 (50 variable)
initial  value 549.306144 
iter  10 value 474.913722
iter  20 value 431.080946
iter  30 value 409.138756
iter  40 value 378.805720
iter  50 value 373.389720
final  value 373.031505 
converged
# weights:  72 (46 variable)
initial  value 549.306144 
iter  10 value 474.278946
iter  20 value 434.363505
iter  30 value 405.355990
iter  40 value 382.063830
iter  50 value 374.966522
final  value 374.954817 
converged
# weights:  69 (44 variable)
initial  value 549.306144 
iter  10 value 488.198433
iter  20 value 436.511455
iter  30 value 392.777872
iter  40 value 379.175419
iter  50 value 376.537587
final  value 376.537534 
converged
# weights:  69 (44 variable)
initial  value 549.306144 
iter  10 value 478.630136
iter  20 value 437.088718
iter  30 value 398.852940
iter  40 value 381.563137
iter  50 value 376.460651
final  value 376.460575 
converged
# weights:  69 (44 variable)
initial  value 549.306144 
iter  10 value 474.664751
iter  20 value 441.200740
iter  30 value 401.457816
iter  40 value 383.026925
iter  50 value 377.238271
final  value 377.238212 
converged
# weights:  69 (44 variable)
initial  value 549.306144 
iter  10 value 479.754897
iter  20 value 443.411478
iter  30 value 405.985448
iter  40 value 381.469651
iter  50 value 378.588338
final  value 378.588329 
converged
# weights:  69 (44 variable)
initial  value 549.306144 
iter  10 value 475.244092
iter  20 value 435.573357
iter  30 value 395.083616
iter  40 value 380.165886
iter  50 value 376.438100
final  value 376.438018 
converged
# weights:  69 (44 variable)
initial  value 549.306144 
iter  10 value 474.208576
iter  20 value 433.611819
iter  30 value 398.523563
iter  40 value 380.244839
iter  50 value 376.901788
final  value 376.901772 
converged
# weights:  69 (44 variable)
initial  value 549.306144 
iter  10 value 475.621697
iter  20 value 436.614167
iter  30 value 400.402014
iter  40 value 382.029860
iter  50 value 378.283531
final  value 378.283331 
converged
# weights:  69 (44 variable)
initial  value 549.306144 
iter  10 value 475.605222
iter  20 value 435.185721
iter  30 value 396.738510
iter  40 value 384.119114
iter  50 value 376.782548
final  value 376.781999 
converged
# weights:  69 (44 variable)
initial  value 549.306144 
iter  10 value 474.674831
iter  20 value 435.130919
iter  30 value 396.842252
iter  40 value 379.879601
iter  50 value 376.314488
final  value 376.314144 
converged
# weights:  69 (44 variable)
initial  value 549.306144 
iter  10 value 476.825101
iter  20 value 435.722115
iter  30 value 396.757878
iter  40 value 380.472307
iter  50 value 376.283710
final  value 376.283482 
converged
# weights:  69 (44 variable)
initial  value 549.306144 
iter  10 value 474.462907
iter  20 value 436.219261
iter  30 value 395.432980
iter  40 value 386.326984
iter  50 value 380.283796
final  value 380.283634 
converged
# weights:  69 (44 variable)
initial  value 549.306144 
iter  10 value 476.488231
iter  20 value 441.316109
iter  30 value 410.879571
iter  40 value 387.953430
iter  50 value 383.745449
final  value 383.743508 
converged
# weights:  69 (44 variable)
initial  value 549.306144 
iter  10 value 475.663580
iter  20 value 435.301356
iter  30 value 400.915875
iter  40 value 384.502407
iter  50 value 376.784189
final  value 376.783840 
converged
# weights:  69 (44 variable)
initial  value 549.306144 
iter  10 value 474.886862
iter  20 value 435.909331
iter  30 value 396.081988
iter  40 value 381.724230
iter  50 value 376.937670
final  value 376.937548 
converged
# weights:  69 (44 variable)
initial  value 549.306144 
iter  10 value 474.938293
iter  20 value 438.423630
iter  30 value 399.704031
iter  40 value 384.895593
iter  50 value 376.729136
final  value 376.728920 
converged
# weights:  69 (44 variable)
initial  value 549.306144 
iter  10 value 476.511145
iter  20 value 435.820531
iter  30 value 399.441484
iter  40 value 384.143004
iter  50 value 376.833082
final  value 376.832422 
converged
# weights:  69 (44 variable)
initial  value 549.306144 
iter  10 value 476.214285
iter  20 value 435.171754
iter  30 value 392.437629
iter  40 value 378.153974
iter  50 value 376.722770
final  value 376.722642 
converged
# weights:  69 (44 variable)
initial  value 549.306144 
iter  10 value 477.950618
iter  20 value 441.240258
iter  30 value 415.384671
iter  40 value 394.621151
iter  50 value 389.401375
final  value 389.401188 
converged
# weights:  69 (44 variable)
initial  value 549.306144 
iter  10 value 484.013911
iter  20 value 448.514764
iter  30 value 422.984367
iter  40 value 408.375599
iter  50 value 400.984998
final  value 400.984794 
converged
# weights:  69 (44 variable)
initial  value 549.306144 
iter  10 value 480.998404
iter  20 value 442.631511
iter  30 value 410.118229
iter  40 value 390.788166
iter  50 value 387.851457
final  value 387.851209 
converged
# weights:  69 (44 variable)
initial  value 549.306144 
iter  10 value 479.643034
iter  20 value 444.341700
iter  30 value 410.623015
iter  40 value 392.688883
iter  50 value 388.996823
final  value 388.996738 
converged
# weights:  69 (44 variable)
initial  value 549.306144 
iter  10 value 482.754836
iter  20 value 447.241601
iter  30 value 411.323004
iter  40 value 400.416779
iter  50 value 397.343882
final  value 397.343638 
converged
# weights:  75 (48 variable)
initial  value 549.306144 
iter  10 value 470.453784
iter  20 value 428.889569
iter  30 value 410.989494
iter  40 value 383.369391
iter  50 value 374.879239
final  value 374.505304 
converged
# weights:  75 (48 variable)
initial  value 549.306144 
iter  10 value 490.978311
iter  20 value 445.949318
iter  30 value 398.971272
iter  40 value 383.517312
iter  50 value 374.765848
final  value 374.406796 
converged
# weights:  75 (48 variable)
initial  value 549.306144 
iter  10 value 488.059400
iter  20 value 436.511696
iter  30 value 405.394232
iter  40 value 381.012091
iter  50 value 374.752855
final  value 374.267173 
converged
# weights:  75 (48 variable)
initial  value 549.306144 
iter  10 value 472.175695
iter  20 value 428.298275
iter  30 value 413.170433
iter  40 value 384.568932
iter  50 value 374.817922
final  value 374.725194 
converged
# weights:  75 (48 variable)
initial  value 549.306144 
iter  10 value 467.756842
iter  20 value 428.610649
iter  30 value 405.367326
iter  40 value 382.066871
iter  50 value 375.094023
final  value 374.556400 
converged
# weights:  75 (48 variable)
initial  value 549.306144 
iter  10 value 490.776551
iter  20 value 444.731666
iter  30 value 408.923814
iter  40 value 380.838900
iter  50 value 375.179818
final  value 374.745536 
converged
# weights:  75 (48 variable)
initial  value 549.306144 
iter  10 value 467.381978
iter  20 value 427.548467
iter  30 value 407.216710
iter  40 value 381.312479
iter  50 value 375.120292
final  value 374.901134 
converged
# weights:  75 (48 variable)
initial  value 549.306144 
iter  10 value 472.199944
iter  20 value 429.759461
iter  30 value 404.288572
iter  40 value 381.675651
iter  50 value 374.677648
final  value 374.359417 
converged
# weights:  75 (48 variable)
initial  value 549.306144 
iter  10 value 472.488183
iter  20 value 430.873534
iter  30 value 409.719404
iter  40 value 386.776400
iter  50 value 374.980605
final  value 374.471828 
converged
# weights:  75 (48 variable)
initial  value 549.306144 
iter  10 value 471.554903
iter  20 value 431.374918
iter  30 value 410.379469
iter  40 value 382.297843
iter  50 value 374.796073
final  value 374.707333 
converged
# weights:  75 (48 variable)
initial  value 549.306144 
iter  10 value 468.875804
iter  20 value 427.309520
iter  30 value 405.890796
iter  40 value 382.938063
iter  50 value 373.901488
final  value 373.738465 
converged
# weights:  75 (48 variable)
initial  value 549.306144 
iter  10 value 468.496785
iter  20 value 428.140081
iter  30 value 402.822915
iter  40 value 380.451139
iter  50 value 375.184259
final  value 374.921987 
converged
# weights:  75 (48 variable)
initial  value 549.306144 
iter  10 value 470.753294
iter  20 value 429.707897
iter  30 value 409.742890
iter  40 value 381.160245
iter  50 value 374.786107
final  value 374.583502 
converged
# weights:  75 (48 variable)
initial  value 549.306144 
iter  10 value 474.112548
iter  20 value 433.888686
iter  30 value 399.653797
iter  40 value 382.389184
iter  50 value 374.934877
final  value 374.691488 
converged
# weights:  75 (48 variable)
initial  value 549.306144 
iter  10 value 474.070097
iter  20 value 434.156425
iter  30 value 406.195374
iter  40 value 385.970913
iter  50 value 374.741393
final  value 374.420604 
converged
# weights:  75 (48 variable)
initial  value 549.306144 
iter  10 value 474.526564
iter  20 value 433.779754
iter  30 value 404.764344
iter  40 value 380.062342
iter  50 value 374.639415
final  value 374.349299 
converged
# weights:  75 (48 variable)
initial  value 549.306144 
iter  10 value 473.500351
iter  20 value 433.994544
iter  30 value 410.942607
iter  40 value 379.666261
iter  50 value 374.024442
final  value 373.753149 
converged
# weights:  75 (48 variable)
initial  value 549.306144 
iter  10 value 473.923251
iter  20 value 432.938883
iter  30 value 408.468625
iter  40 value 380.680196
iter  50 value 374.673970
final  value 374.357654 
converged
# weights:  75 (48 variable)
initial  value 549.306144 
iter  10 value 474.042959
iter  20 value 433.668435
iter  30 value 405.074839
iter  40 value 382.819149
iter  50 value 375.678196
final  value 374.857971 
converged
# weights:  75 (48 variable)
initial  value 549.306144 
iter  10 value 476.565267
iter  20 value 437.442489
iter  30 value 401.515911
iter  40 value 380.535061
iter  50 value 374.980471
final  value 374.403354 
converged
# weights:  75 (48 variable)
initial  value 549.306144 
iter  10 value 475.063289
iter  20 value 431.973578
iter  30 value 411.070271
iter  40 value 380.972696
iter  50 value 374.250676
final  value 373.625487 
converged
# weights:  75 (48 variable)
initial  value 549.306144 
iter  10 value 472.961146
iter  20 value 436.968767
iter  30 value 401.202543
iter  40 value 385.357465
iter  50 value 374.980916
final  value 374.365201 
converged
# weights:  75 (48 variable)
initial  value 549.306144 
iter  10 value 474.065293
iter  20 value 435.216467
iter  30 value 408.466874
iter  40 value 379.518655
iter  50 value 374.966731
final  value 374.544393 
converged
# weights:  75 (48 variable)
initial  value 549.306144 
iter  10 value 474.310717
iter  20 value 434.096920
iter  30 value 405.252134
iter  40 value 382.131207
iter  50 value 375.066943
final  value 374.687632 
converged
# weights:  75 (48 variable)
initial  value 549.306144 
iter  10 value 473.901793
iter  20 value 432.692523
iter  30 value 411.524827
iter  40 value 380.680675
iter  50 value 375.093200
final  value 374.739458 
converged
# weights:  75 (48 variable)
initial  value 549.306144 
iter  10 value 473.574241
iter  20 value 433.552343
iter  30 value 407.071652
iter  40 value 381.201137
iter  50 value 374.462512
final  value 374.191709 
converged
# weights:  75 (48 variable)
initial  value 549.306144 
iter  10 value 473.788217
iter  20 value 433.148982
iter  30 value 407.578424
iter  40 value 381.656555
iter  50 value 375.120323
final  value 374.618910 
converged
# weights:  75 (48 variable)
initial  value 549.306144 
iter  10 value 474.238715
iter  20 value 434.468675
iter  30 value 416.606467
iter  40 value 381.429293
iter  50 value 374.634942
final  value 374.287284 
converged
# weights:  69 (44 variable)
initial  value 549.306144 
iter  10 value 476.825101
iter  20 value 435.722115
iter  30 value 396.757878
iter  40 value 380.472307
iter  50 value 376.283710
final  value 376.283482 
converged
# weights:  66 (42 variable)
initial  value 549.306144 
iter  10 value 490.399168
iter  20 value 436.659952
iter  30 value 390.966756
iter  40 value 380.214661
iter  50 value 377.962721
iter  50 value 377.962719
iter  50 value 377.962719
final  value 377.962719 
converged
# weights:  66 (42 variable)
initial  value 549.306144 
iter  10 value 478.622950
iter  20 value 437.629181
iter  30 value 395.367437
iter  40 value 380.636341
iter  50 value 377.774655
iter  50 value 377.774652
iter  50 value 377.774652
final  value 377.774652 
converged
# weights:  66 (42 variable)
initial  value 549.306144 
iter  10 value 474.570570
iter  20 value 436.970117
iter  30 value 392.521281
iter  40 value 381.092584
final  value 378.442345 
converged
# weights:  66 (42 variable)
initial  value 549.306144 
iter  10 value 481.695395
iter  20 value 445.066707
iter  30 value 406.013135
iter  40 value 381.505318
iter  50 value 379.962868
iter  50 value 379.962865
iter  50 value 379.962865
final  value 379.962865 
converged
# weights:  66 (42 variable)
initial  value 549.306144 
iter  10 value 477.328111
iter  20 value 436.999224
iter  30 value 397.666579
iter  40 value 381.987957
final  value 377.782331 
converged
# weights:  66 (42 variable)
initial  value 549.306144 
iter  10 value 476.054679
iter  20 value 435.321885
iter  30 value 400.026548
iter  40 value 380.566293
iter  50 value 378.117433
iter  50 value 378.117431
iter  50 value 378.117431
final  value 378.117431 
converged
# weights:  66 (42 variable)
initial  value 549.306144 
iter  10 value 477.189006
iter  20 value 442.485654
iter  30 value 396.830094
iter  40 value 381.627907
iter  50 value 379.508759
final  value 379.508754 
converged
# weights:  66 (42 variable)
initial  value 549.306144 
iter  10 value 476.254948
iter  20 value 437.424878
iter  30 value 392.656130
iter  40 value 381.424665
iter  50 value 378.120621
final  value 378.120616 
converged
# weights:  66 (42 variable)
initial  value 549.306144 
iter  10 value 477.244376
iter  20 value 437.049573
iter  30 value 393.322396
iter  40 value 379.731962
iter  50 value 377.671118
iter  50 value 377.671114
iter  50 value 377.671114
final  value 377.671114 
converged
# weights:  66 (42 variable)
initial  value 549.306144 
iter  10 value 477.007734
iter  20 value 437.624786
iter  30 value 402.466398
iter  40 value 384.212927
iter  50 value 381.513559
iter  50 value 381.513558
iter  50 value 381.513558
final  value 381.513558 
converged
# weights:  66 (42 variable)
initial  value 549.306144 
iter  10 value 477.467479
iter  20 value 441.165191
iter  30 value 405.853316
iter  40 value 388.695709
iter  50 value 385.371412
final  value 385.371365 
converged
# weights:  66 (42 variable)
initial  value 549.306144 
iter  10 value 475.957323
iter  20 value 436.256821
iter  30 value 394.907240
iter  40 value 379.326286
iter  50 value 377.575410
iter  50 value 377.575408
iter  50 value 377.575408
final  value 377.575408 
converged
# weights:  66 (42 variable)
initial  value 549.306144 
iter  10 value 475.429615
iter  20 value 437.719729
iter  30 value 392.267185
iter  40 value 379.953222
iter  50 value 378.147565
iter  50 value 378.147564
iter  50 value 378.147564
final  value 378.147564 
converged
# weights:  66 (42 variable)
initial  value 549.306144 
iter  10 value 477.209689
iter  20 value 436.902922
iter  30 value 391.713789
iter  40 value 380.204491
iter  50 value 377.792304
iter  50 value 377.792302
iter  50 value 377.792302
final  value 377.792302 
converged
# weights:  66 (42 variable)
initial  value 549.306144 
iter  10 value 477.327368
iter  20 value 435.781460
iter  30 value 395.711923
iter  40 value 380.574702
iter  50 value 378.125278
final  value 378.125273 
converged
# weights:  66 (42 variable)
initial  value 549.306144 
iter  10 value 476.517482
iter  20 value 436.118563
iter  30 value 398.666656
iter  40 value 379.950987
iter  50 value 377.500023
iter  50 value 377.500019
iter  50 value 377.500019
final  value 377.500019 
converged
# weights:  66 (42 variable)
initial  value 549.306144 
iter  10 value 480.332974
iter  20 value 442.929135
iter  30 value 406.261367
iter  40 value 392.563387
iter  50 value 391.424507
iter  50 value 391.424506
iter  50 value 391.424506
final  value 391.424506 
converged
# weights:  66 (42 variable)
initial  value 549.306144 
iter  10 value 485.772987
iter  20 value 451.130302
iter  30 value 419.334295
iter  40 value 403.975498
iter  50 value 402.143087
iter  50 value 402.143087
iter  50 value 402.143087
final  value 402.143087 
converged
# weights:  66 (42 variable)
initial  value 549.306144 
iter  10 value 480.903146
iter  20 value 442.477889
iter  30 value 402.691872
iter  40 value 390.871907
iter  50 value 389.121084
iter  50 value 389.121084
iter  50 value 389.121084
final  value 389.121084 
converged
# weights:  66 (42 variable)
initial  value 549.306144 
iter  10 value 479.858245
iter  20 value 441.802608
iter  30 value 404.541439
iter  40 value 392.036285
iter  50 value 390.469918
iter  50 value 390.469916
iter  50 value 390.469916
final  value 390.469916 
converged
# weights:  66 (42 variable)
initial  value 549.306144 
iter  10 value 482.642401
iter  20 value 446.534494
iter  30 value 408.471145
iter  40 value 399.982196
iter  50 value 398.658183
iter  50 value 398.658183
iter  50 value 398.658183
final  value 398.658183 
converged
# weights:  72 (46 variable)
initial  value 549.306144 
iter  10 value 470.686929
iter  20 value 429.652782
iter  30 value 402.487487
iter  40 value 381.606043
iter  50 value 375.706862
final  value 375.696346 
converged
# weights:  72 (46 variable)
initial  value 549.306144 
iter  10 value 492.365041
iter  20 value 435.900075
iter  30 value 396.663342
iter  40 value 383.444125
iter  50 value 375.743516
final  value 375.692944 
converged
# weights:  72 (46 variable)
initial  value 549.306144 
iter  10 value 492.787072
iter  20 value 437.327704
iter  30 value 397.758057
iter  40 value 380.971521
iter  50 value 375.412276
final  value 375.384430 
converged
# weights:  72 (46 variable)
initial  value 549.306144 
iter  10 value 469.276789
iter  20 value 428.055865
iter  30 value 405.115886
iter  40 value 382.174521
iter  50 value 375.993388
final  value 375.989881 
converged
# weights:  72 (46 variable)
initial  value 549.306144 
iter  10 value 467.851178
iter  20 value 428.389670
iter  30 value 401.958907
iter  40 value 382.790159
iter  50 value 375.928530
final  value 375.924005 
converged
# weights:  72 (46 variable)
initial  value 549.306144 
iter  10 value 493.878043
iter  20 value 436.767457
iter  30 value 392.188635
iter  40 value 379.706297
iter  50 value 376.095929
final  value 376.078410 
converged
# weights:  72 (46 variable)
initial  value 549.306144 
iter  10 value 469.319586
iter  20 value 428.844287
iter  30 value 399.413068
iter  40 value 383.154068
iter  50 value 376.225047
final  value 376.216410 
converged
# weights:  72 (46 variable)
initial  value 549.306144 
iter  10 value 474.370379
iter  20 value 431.866609
iter  30 value 408.148293
iter  40 value 383.157561
iter  50 value 375.668902
final  value 375.655124 
converged
# weights:  72 (46 variable)
initial  value 549.306144 
iter  10 value 472.835599
iter  20 value 430.377341
iter  30 value 399.644060
iter  40 value 380.631942
iter  50 value 375.684270
final  value 375.673103 
converged
# weights:  72 (46 variable)
initial  value 549.306144 
iter  10 value 471.746564
iter  20 value 430.073771
iter  30 value 403.414634
iter  40 value 382.362341
iter  50 value 376.033146
final  value 376.024526 
converged
# weights:  72 (46 variable)
initial  value 549.306144 
iter  10 value 468.920683
iter  20 value 427.425626
iter  30 value 398.285653
iter  40 value 379.756151
iter  50 value 375.016360
final  value 375.011848 
converged
# weights:  72 (46 variable)
initial  value 549.306144 
iter  10 value 470.238936
iter  20 value 429.677410
iter  30 value 408.011960
iter  40 value 386.569075
iter  50 value 376.273746
final  value 376.257156 
converged
# weights:  72 (46 variable)
initial  value 549.306144 
iter  10 value 471.034164
iter  20 value 429.658993
iter  30 value 399.601094
iter  40 value 381.395604
iter  50 value 376.020053
final  value 376.011638 
converged
# weights:  72 (46 variable)
initial  value 549.306144 
iter  10 value 475.253696
iter  20 value 434.100242
iter  30 value 402.705265
iter  40 value 384.266067
iter  50 value 376.137709
final  value 376.126216 
converged
# weights:  72 (46 variable)
initial  value 549.306144 
iter  10 value 476.646760
iter  20 value 438.414132
iter  30 value 400.506675
iter  40 value 381.108950
iter  50 value 375.776423
final  value 375.762955 
converged
# weights:  72 (46 variable)
initial  value 549.306144 
iter  10 value 476.657424
iter  20 value 435.484864
iter  30 value 407.211301
iter  40 value 380.328232
iter  50 value 375.736058
final  value 375.727348 
converged
# weights:  72 (46 variable)
initial  value 549.306144 
iter  10 value 474.278946
iter  20 value 434.363505
iter  30 value 405.355990
iter  40 value 382.063830
iter  50 value 374.966522
final  value 374.954817 
converged
# weights:  72 (46 variable)
initial  value 549.306144 
iter  10 value 474.800358
iter  20 value 434.067685
iter  30 value 408.571082
iter  40 value 382.354395
iter  50 value 375.199587
final  value 375.186732 
converged
# weights:  72 (46 variable)
initial  value 549.306144 
iter  10 value 474.553868
iter  20 value 433.472037
iter  30 value 411.171256
iter  40 value 384.602334
iter  50 value 375.883033
final  value 375.868412 
converged
# weights:  72 (46 variable)
initial  value 549.306144 
iter  10 value 476.495839
iter  20 value 435.095425
iter  30 value 403.733773
iter  40 value 381.670390
iter  50 value 376.250315
final  value 376.237513 
converged
# weights:  72 (46 variable)
initial  value 549.306144 
iter  10 value 476.854847
iter  20 value 434.785293
iter  30 value 401.082472
iter  40 value 383.295989
iter  50 value 375.816114
final  value 375.807739 
converged
# weights:  72 (46 variable)
initial  value 549.306144 
iter  10 value 476.645306
iter  20 value 433.005864
iter  30 value 408.590773
iter  40 value 380.475902
iter  50 value 375.062088
final  value 375.048678 
converged
# weights:  72 (46 variable)
initial  value 549.306144 
iter  10 value 475.369018
iter  20 value 437.492252
iter  30 value 395.825194
iter  40 value 386.721280
iter  50 value 375.626680
final  value 375.618036 
converged
# weights:  72 (46 variable)
initial  value 549.306144 
iter  10 value 476.449937
iter  20 value 438.561353
iter  30 value 402.981500
iter  40 value 382.137202
iter  50 value 375.855214
final  value 375.852315 
converged
# weights:  72 (46 variable)
initial  value 549.306144 
iter  10 value 474.995030
iter  20 value 434.056179
iter  30 value 403.436777
iter  40 value 384.490280
iter  50 value 376.178536
final  value 376.164215 
converged
# weights:  72 (46 variable)
initial  value 549.306144 
iter  10 value 476.488668
iter  20 value 437.415492
iter  30 value 402.911587
iter  40 value 383.165747
iter  50 value 376.075007
final  value 376.064817 
converged
# weights:  72 (46 variable)
initial  value 549.306144 
iter  10 value 475.753373
iter  20 value 434.926387
iter  30 value 402.444716
iter  40 value 380.875626
iter  50 value 375.694740
final  value 375.689488 
converged
# weights:  72 (46 variable)
initial  value 549.306144 
iter  10 value 474.729767
iter  20 value 433.980687
iter  30 value 403.614349
iter  40 value 384.817860
iter  50 value 375.990636
final  value 375.977907 
converged
# weights:  72 (46 variable)
initial  value 549.306144 
iter  10 value 476.572162
iter  20 value 437.293392
iter  30 value 406.174656
iter  40 value 381.017021
iter  50 value 375.696470
final  value 375.690511 
converged
# weights:  66 (42 variable)
initial  value 549.306144 
iter  10 value 476.517482
iter  20 value 436.118563
iter  30 value 398.666656
iter  40 value 379.950987
iter  50 value 377.500023
iter  50 value 377.500019
iter  50 value 377.500019
final  value 377.500019 
converged
# weights:  63 (40 variable)
initial  value 549.306144 
iter  10 value 487.097348
iter  20 value 437.737967
iter  30 value 400.511130
iter  40 value 380.419179
final  value 379.068776 
converged
# weights:  63 (40 variable)
initial  value 549.306144 
iter  10 value 476.764308
iter  20 value 434.838867
iter  30 value 395.183580
iter  40 value 381.488993
final  value 379.209962 
converged
# weights:  63 (40 variable)
initial  value 549.306144 
iter  10 value 476.884630
iter  20 value 439.540608
iter  30 value 393.488239
iter  40 value 381.655243
final  value 379.738715 
converged
# weights:  63 (40 variable)
initial  value 549.306144 
iter  10 value 480.042333
iter  20 value 443.191467
iter  30 value 405.402983
iter  40 value 384.996670
final  value 380.966944 
converged
# weights:  63 (40 variable)
initial  value 549.306144 
iter  10 value 477.120943
iter  20 value 440.945545
iter  30 value 396.317754
iter  40 value 381.001166
final  value 379.034003 
converged
# weights:  63 (40 variable)
initial  value 549.306144 
iter  10 value 476.578808
iter  20 value 438.927563
iter  30 value 398.967458
iter  40 value 381.449598
final  value 379.361834 
converged
# weights:  63 (40 variable)
initial  value 549.306144 
iter  10 value 477.600568
iter  20 value 439.894890
iter  30 value 397.154941
iter  40 value 381.958446
final  value 380.702329 
converged
# weights:  63 (40 variable)
initial  value 549.306144 
iter  10 value 474.346412
iter  20 value 436.922876
iter  30 value 393.359501
iter  40 value 380.482003
final  value 379.267629 
converged
# weights:  63 (40 variable)
initial  value 549.306144 
iter  10 value 476.292401
iter  20 value 438.533755
iter  30 value 397.885591
iter  40 value 382.327370
final  value 378.954277 
converged
# weights:  63 (40 variable)
initial  value 549.306144 
iter  10 value 476.730548
iter  20 value 438.028358
iter  30 value 412.444901
iter  40 value 384.544571
final  value 382.606228 
converged
# weights:  63 (40 variable)
initial  value 549.306144 
iter  10 value 479.463393
iter  20 value 440.249311
iter  30 value 408.187404
iter  40 value 390.211625
iter  50 value 386.306504
iter  50 value 386.306503
iter  50 value 386.306503
final  value 386.306503 
converged
# weights:  63 (40 variable)
initial  value 549.306144 
iter  10 value 476.796751
iter  20 value 438.830687
iter  30 value 399.517385
iter  40 value 380.790518
final  value 379.049570 
converged
# weights:  63 (40 variable)
initial  value 549.306144 
iter  10 value 477.068293
iter  20 value 440.424551
iter  30 value 391.821543
iter  40 value 381.917470
final  value 379.354953 
converged
# weights:  63 (40 variable)
initial  value 549.306144 
iter  10 value 477.136336
iter  20 value 436.768056
iter  30 value 394.855975
iter  40 value 380.566842
final  value 378.933482 
converged
# weights:  63 (40 variable)
initial  value 549.306144 
iter  10 value 478.921058
iter  20 value 438.179686
iter  30 value 396.444475
iter  40 value 381.031460
final  value 379.088651 
converged
# weights:  63 (40 variable)
initial  value 549.306144 
iter  10 value 479.399425
iter  20 value 442.537332
iter  30 value 402.412383
iter  40 value 393.552927
final  value 392.772859 
converged
# weights:  63 (40 variable)
initial  value 549.306144 
iter  10 value 484.831551
iter  20 value 450.384924
iter  30 value 413.350098
iter  40 value 404.362797
final  value 403.478751 
converged
# weights:  63 (40 variable)
initial  value 549.306144 
iter  10 value 479.539117
iter  20 value 442.117184
iter  30 value 403.925311
iter  40 value 390.854134
final  value 390.388287 
converged
# weights:  63 (40 variable)
initial  value 549.306144 
iter  10 value 479.667028
iter  20 value 442.138834
iter  30 value 403.244312
iter  40 value 392.153066
final  value 391.446844 
converged
# weights:  63 (40 variable)
initial  value 549.306144 
iter  10 value 481.545878
iter  20 value 445.643569
iter  30 value 411.225886
iter  40 value 400.596563
final  value 400.038989 
converged
# weights:  69 (44 variable)
initial  value 549.306144 
iter  10 value 470.724250
iter  20 value 430.028374
iter  30 value 392.770726
iter  40 value 380.418761
iter  50 value 376.975441
final  value 376.975358 
converged
# weights:  69 (44 variable)
initial  value 549.306144 
iter  10 value 488.945197
iter  20 value 437.949501
iter  30 value 390.736561
iter  40 value 379.582022
iter  50 value 376.905966
final  value 376.905860 
converged
# weights:  69 (44 variable)
initial  value 549.306144 
iter  10 value 488.691640
iter  20 value 436.742303
iter  30 value 397.475834
iter  40 value 380.334713
iter  50 value 376.618746
final  value 376.618628 
converged
# weights:  69 (44 variable)
initial  value 549.306144 
iter  10 value 472.425685
iter  20 value 430.730175
iter  30 value 396.030702
iter  40 value 379.321207
iter  50 value 377.109614
final  value 377.109478 
converged
# weights:  69 (44 variable)
initial  value 549.306144 
iter  10 value 470.158090
iter  20 value 431.611727
iter  30 value 393.670061
iter  40 value 382.102757
iter  50 value 377.093290
final  value 377.092893 
converged
# weights:  69 (44 variable)
initial  value 549.306144 
iter  10 value 487.973099
iter  20 value 432.771949
iter  30 value 393.831681
iter  40 value 379.277586
iter  50 value 377.284405
final  value 377.284223 
converged
# weights:  69 (44 variable)
initial  value 549.306144 
iter  10 value 470.952570
iter  20 value 431.461369
iter  30 value 392.767483
iter  40 value 380.432197
iter  50 value 377.460039
final  value 377.459919 
converged
# weights:  69 (44 variable)
initial  value 549.306144 
iter  10 value 474.702201
iter  20 value 432.838477
iter  30 value 392.794759
iter  40 value 381.518431
iter  50 value 376.715090
final  value 376.714748 
converged
# weights:  69 (44 variable)
initial  value 549.306144 
iter  10 value 473.144718
iter  20 value 431.105045
iter  30 value 401.666806
iter  40 value 379.322618
iter  50 value 377.042697
final  value 377.042426 
converged
# weights:  69 (44 variable)
initial  value 549.306144 
iter  10 value 473.985396
iter  20 value 432.212895
iter  30 value 393.566184
iter  40 value 381.067607
iter  50 value 377.243630
final  value 377.243445 
converged
# weights:  69 (44 variable)
initial  value 549.306144 
iter  10 value 469.083621
iter  20 value 427.735885
iter  30 value 391.726967
iter  40 value 378.432475
iter  50 value 376.226592
final  value 376.226390 
converged
# weights:  69 (44 variable)
initial  value 549.306144 
iter  10 value 469.561653
iter  20 value 430.434227
iter  30 value 393.240141
iter  40 value 380.752860
iter  50 value 377.468560
final  value 377.468384 
converged
# weights:  69 (44 variable)
initial  value 549.306144 
iter  10 value 473.047555
iter  20 value 431.218220
iter  30 value 394.427284
iter  40 value 381.662917
iter  50 value 377.220437
final  value 377.220285 
converged
# weights:  69 (44 variable)
initial  value 549.306144 
iter  10 value 476.287934
iter  20 value 434.983637
iter  30 value 398.752372
iter  40 value 383.902605
iter  50 value 377.350662
final  value 377.350568 
converged
# weights:  69 (44 variable)
initial  value 549.306144 
iter  10 value 476.317788
iter  20 value 436.172806
iter  30 value 398.402921
iter  40 value 383.341951
iter  50 value 376.977092
final  value 376.976998 
converged
# weights:  69 (44 variable)
initial  value 549.306144 
iter  10 value 476.579789
iter  20 value 435.662280
iter  30 value 394.865382
iter  40 value 380.330057
iter  50 value 377.080237
final  value 377.080152 
converged
# weights:  69 (44 variable)
initial  value 549.306144 
iter  10 value 476.214285
iter  20 value 435.171754
iter  30 value 392.437629
iter  40 value 378.153974
iter  50 value 376.722770
final  value 376.722642 
converged
# weights:  69 (44 variable)
initial  value 549.306144 
iter  10 value 475.191637
iter  20 value 434.621716
iter  30 value 397.517716
iter  40 value 382.182772
iter  50 value 376.626060
final  value 376.625852 
converged
# weights:  69 (44 variable)
initial  value 549.306144 
iter  10 value 477.290901
iter  20 value 436.901955
iter  30 value 397.915762
iter  40 value 381.791363
iter  50 value 376.972882
final  value 376.972651 
converged
# weights:  69 (44 variable)
initial  value 549.306144 
iter  10 value 476.486419
iter  20 value 437.824931
iter  30 value 400.337468
iter  40 value 383.375410
iter  50 value 377.431077
final  value 377.430662 
converged
# weights:  69 (44 variable)
initial  value 549.306144 
iter  10 value 475.888714
iter  20 value 434.614468
iter  30 value 396.883494
iter  40 value 379.403218
iter  50 value 376.959975
final  value 376.959902 
converged
# weights:  69 (44 variable)
initial  value 549.306144 
iter  10 value 475.458355
iter  20 value 433.615098
iter  30 value 395.676816
iter  40 value 381.484522
iter  50 value 376.232103
final  value 376.231997 
converged
# weights:  69 (44 variable)
initial  value 549.306144 
iter  10 value 474.899011
iter  20 value 435.747475
iter  30 value 402.206664
iter  40 value 382.536112
iter  50 value 376.744553
final  value 376.744455 
converged
# weights:  69 (44 variable)
initial  value 549.306144 
iter  10 value 475.926361
iter  20 value 435.632001
iter  30 value 397.394714
iter  40 value 382.083834
iter  50 value 377.112570
final  value 377.112344 
converged
# weights:  69 (44 variable)
initial  value 549.306144 
iter  10 value 476.509469
iter  20 value 435.644999
iter  30 value 398.381699
iter  40 value 381.529890
iter  50 value 377.343268
final  value 377.343109 
converged
# weights:  69 (44 variable)
initial  value 549.306144 
iter  10 value 477.961839
iter  20 value 437.337957
iter  30 value 395.873305
iter  40 value 381.591520
iter  50 value 377.283543
final  value 377.283427 
converged
# weights:  69 (44 variable)
initial  value 549.306144 
iter  10 value 476.973494
iter  20 value 436.336039
iter  30 value 393.783479
iter  40 value 382.155594
iter  50 value 376.953094
final  value 376.952834 
converged
# weights:  69 (44 variable)
initial  value 549.306144 
iter  10 value 476.825101
iter  20 value 435.722115
iter  30 value 396.757878
iter  40 value 380.472307
iter  50 value 376.283710
final  value 376.283482 
converged
# weights:  69 (44 variable)
initial  value 549.306144 
iter  10 value 475.057107
iter  20 value 435.345140
iter  30 value 397.555868
iter  40 value 381.488500
iter  50 value 377.185930
final  value 377.185848 
converged
# weights:  69 (44 variable)
initial  value 549.306144 
iter  10 value 475.847983
iter  20 value 435.445261
iter  30 value 401.680952
iter  40 value 381.207920
iter  50 value 376.887439
final  value 376.887372 
converged
# weights:  63 (40 variable)
initial  value 549.306144 
iter  10 value 477.136336
iter  20 value 436.768056
iter  30 value 394.855975
iter  40 value 380.566842
final  value 378.933482 
converged
# weights:  60 (38 variable)
initial  value 549.306144 
iter  10 value 488.110381
iter  20 value 437.499516
iter  30 value 391.918662
iter  40 value 381.195391
final  value 380.665881 
converged
# weights:  60 (38 variable)
initial  value 549.306144 
iter  10 value 477.375860
iter  20 value 436.337587
iter  30 value 391.446494
iter  40 value 380.720998
final  value 380.549165 
converged
# weights:  60 (38 variable)
initial  value 549.306144 
iter  10 value 477.367918
iter  20 value 445.559456
iter  30 value 393.850426
iter  40 value 381.359430
final  value 381.064621 
converged
# weights:  60 (38 variable)
initial  value 549.306144 
iter  10 value 480.663900
iter  20 value 443.307143
iter  30 value 395.754392
iter  40 value 382.740911
final  value 382.596202 
converged
# weights:  60 (38 variable)
initial  value 549.306144 
iter  10 value 477.691772
iter  20 value 438.180703
iter  30 value 396.849088
iter  40 value 380.600874
final  value 380.381493 
converged
# weights:  60 (38 variable)
initial  value 549.306144 
iter  10 value 477.004895
iter  20 value 438.054289
iter  30 value 397.346450
iter  40 value 381.158015
final  value 380.821546 
converged
# weights:  60 (38 variable)
initial  value 549.306144 
iter  10 value 478.205701
iter  20 value 443.945924
iter  30 value 401.853505
iter  40 value 382.715805
final  value 382.092051 
converged
# weights:  60 (38 variable)
initial  value 549.306144 
iter  10 value 474.753197
iter  20 value 437.202769
iter  30 value 394.940740
iter  40 value 381.073912
final  value 380.595519 
converged
# weights:  60 (38 variable)
initial  value 549.306144 
iter  10 value 476.816807
iter  20 value 437.916883
iter  30 value 403.733633
iter  40 value 380.748703
final  value 380.312071 
converged
# weights:  60 (38 variable)
initial  value 549.306144 
iter  10 value 477.420059
iter  20 value 438.773254
iter  30 value 401.054841
iter  40 value 385.374551
final  value 384.342567 
converged
# weights:  60 (38 variable)
initial  value 549.306144 
iter  10 value 480.051282
iter  20 value 440.863061
iter  30 value 400.328830
iter  40 value 388.289740
final  value 387.997561 
converged
# weights:  60 (38 variable)
initial  value 549.306144 
iter  10 value 477.349726
iter  20 value 445.983966
iter  30 value 394.463169
iter  40 value 380.874030
final  value 380.256593 
converged
# weights:  60 (38 variable)
initial  value 549.306144 
iter  10 value 477.526928
iter  20 value 439.351330
iter  30 value 393.134679
iter  40 value 381.213246
final  value 380.324616 
converged
# weights:  60 (38 variable)
initial  value 549.306144 
iter  10 value 479.833079
iter  20 value 438.820134
iter  30 value 394.912465
iter  40 value 381.194182
final  value 380.634352 
converged
# weights:  60 (38 variable)
initial  value 549.306144 
iter  10 value 479.901038
iter  20 value 443.541959
iter  30 value 407.863824
iter  40 value 394.531307
final  value 394.031602 
converged
# weights:  60 (38 variable)
initial  value 549.306144 
iter  10 value 485.287936
iter  20 value 451.507520
iter  30 value 412.797266
iter  40 value 405.333803
final  value 405.116992 
converged
# weights:  60 (38 variable)
initial  value 549.306144 
iter  10 value 480.226074
iter  20 value 443.722728
iter  30 value 400.703266
iter  40 value 391.592887
final  value 391.390630 
converged
# weights:  60 (38 variable)
initial  value 549.306144 
iter  10 value 480.174470
iter  20 value 443.090740
iter  30 value 409.199541
iter  40 value 393.370242
final  value 393.042861 
converged
# weights:  60 (38 variable)
initial  value 549.306144 
iter  10 value 482.319161
iter  20 value 446.660778
iter  30 value 411.324880
iter  40 value 402.610412
final  value 401.807318 
converged
# weights:  66 (42 variable)
initial  value 549.306144 
iter  10 value 471.218302
iter  20 value 431.036833
iter  30 value 394.881163
iter  40 value 380.645644
iter  50 value 378.409900
iter  50 value 378.409899
iter  50 value 378.409899
final  value 378.409899 
converged
# weights:  66 (42 variable)
initial  value 549.306144 
iter  10 value 474.247919
iter  20 value 432.705229
iter  30 value 392.383369
iter  40 value 380.871129
iter  50 value 378.320608
iter  50 value 378.320606
iter  50 value 378.320606
final  value 378.320606 
converged
# weights:  66 (42 variable)
initial  value 549.306144 
iter  10 value 488.051736
iter  20 value 443.928914
iter  30 value 396.629142
iter  40 value 380.465220
iter  50 value 377.976963
final  value 377.976959 
converged
# weights:  66 (42 variable)
initial  value 549.306144 
iter  10 value 472.926483
iter  20 value 434.603698
iter  30 value 390.814039
iter  40 value 380.047672
iter  50 value 378.350322
iter  50 value 378.350319
iter  50 value 378.350319
final  value 378.350319 
converged
# weights:  66 (42 variable)
initial  value 549.306144 
iter  10 value 470.611336
iter  20 value 432.088763
iter  30 value 391.899415
iter  40 value 380.110051
iter  50 value 378.499299
iter  50 value 378.499298
iter  50 value 378.499298
final  value 378.499298 
converged
# weights:  66 (42 variable)
initial  value 549.306144 
iter  10 value 488.663442
iter  20 value 437.336305
iter  30 value 398.205391
iter  40 value 382.083540
iter  50 value 378.716362
final  value 378.716355 
converged
# weights:  66 (42 variable)
initial  value 549.306144 
iter  10 value 471.338288
iter  20 value 434.902957
iter  30 value 394.124572
iter  40 value 380.248958
iter  50 value 378.903911
iter  50 value 378.903909
iter  50 value 378.903909
final  value 378.903909 
converged
# weights:  66 (42 variable)
initial  value 549.306144 
iter  10 value 475.186985
iter  20 value 433.653801
iter  30 value 392.322766
iter  40 value 380.806681
iter  50 value 378.217929
iter  50 value 378.217926
iter  50 value 378.217926
final  value 378.217926 
converged
# weights:  66 (42 variable)
initial  value 549.306144 
iter  10 value 473.601979
iter  20 value 431.432309
iter  30 value 396.658397
iter  40 value 380.487695
iter  50 value 378.500881
iter  50 value 378.500877
iter  50 value 378.500877
final  value 378.500877 
converged
# weights:  66 (42 variable)
initial  value 549.306144 
iter  10 value 474.398015
iter  20 value 433.779450
iter  30 value 392.466210
iter  40 value 380.883543
iter  50 value 378.629956
iter  50 value 378.629953
iter  50 value 378.629953
final  value 378.629953 
converged
# weights:  66 (42 variable)
initial  value 549.306144 
iter  10 value 469.483598
iter  20 value 428.418532
iter  30 value 392.380479
iter  40 value 380.385905
iter  50 value 377.498073
final  value 377.498068 
converged
# weights:  66 (42 variable)
initial  value 549.306144 
iter  10 value 470.018410
iter  20 value 430.639987
iter  30 value 394.577198
iter  40 value 380.617854
iter  50 value 378.922317
iter  50 value 378.922315
iter  50 value 378.922315
final  value 378.922315 
converged
# weights:  66 (42 variable)
initial  value 549.306144 
iter  10 value 473.496109
iter  20 value 432.243634
iter  30 value 393.169265
iter  40 value 380.372057
iter  50 value 378.644133
iter  50 value 378.644131
iter  50 value 378.644131
final  value 378.644131 
converged
# weights:  66 (42 variable)
initial  value 549.306144 
iter  10 value 477.124509
iter  20 value 436.004788
iter  30 value 395.504963
iter  40 value 379.903697
iter  50 value 378.517285
iter  50 value 378.517284
iter  50 value 378.517284
final  value 378.517284 
converged
# weights:  66 (42 variable)
initial  value 549.306144 
iter  10 value 476.913662
iter  20 value 439.405894
iter  30 value 389.951174
iter  40 value 380.587898
iter  50 value 378.591385
iter  50 value 378.591384
iter  50 value 378.591384
final  value 378.591384 
converged
# weights:  66 (42 variable)
initial  value 549.306144 
iter  10 value 477.108419
iter  20 value 436.355425
iter  30 value 397.662457
iter  40 value 381.094604
iter  50 value 378.475761
final  value 378.475757 
converged
# weights:  66 (42 variable)
initial  value 549.306144 
iter  10 value 476.861700
iter  20 value 435.905041
iter  30 value 395.541629
iter  40 value 380.950766
iter  50 value 378.334143
final  value 378.334135 
converged
# weights:  66 (42 variable)
initial  value 549.306144 
iter  10 value 475.729677
iter  20 value 435.464085
iter  30 value 401.246132
iter  40 value 380.511267
iter  50 value 377.827877
final  value 377.827872 
converged
# weights:  66 (42 variable)
initial  value 549.306144 
iter  10 value 477.799479
iter  20 value 437.478614
iter  30 value 396.336584
iter  40 value 380.879619
iter  50 value 378.471823
iter  50 value 378.471821
iter  50 value 378.471821
final  value 378.471821 
converged
# weights:  66 (42 variable)
initial  value 549.306144 
iter  10 value 477.189470
iter  20 value 439.040150
iter  30 value 392.517710
iter  40 value 381.772344
iter  50 value 378.775729
iter  50 value 378.775728
iter  50 value 378.775728
final  value 378.775728 
converged
# weights:  66 (42 variable)
initial  value 549.306144 
iter  10 value 476.779052
iter  20 value 435.785890
iter  30 value 390.865124
iter  40 value 380.494141
final  value 378.612637 
converged
# weights:  66 (42 variable)
initial  value 549.306144 
iter  10 value 475.874141
iter  20 value 434.198872
iter  30 value 390.699203
iter  40 value 380.030797
iter  50 value 377.630476
iter  50 value 377.630475
iter  50 value 377.630475
final  value 377.630475 
converged
# weights:  66 (42 variable)
initial  value 549.306144 
iter  10 value 475.590151
iter  20 value 436.504686
iter  30 value 402.637634
iter  40 value 385.820746
final  value 378.399440 
converged
# weights:  66 (42 variable)
initial  value 549.306144 
iter  10 value 476.500063
iter  20 value 439.044490
iter  30 value 394.007801
iter  40 value 380.245068
iter  50 value 378.487932
iter  50 value 378.487931
iter  50 value 378.487931
final  value 378.487931 
converged
# weights:  66 (42 variable)
initial  value 549.306144 
iter  10 value 477.165861
iter  20 value 436.444167
iter  30 value 396.933664
iter  40 value 380.475508
iter  50 value 378.696388
iter  50 value 378.696385
iter  50 value 378.696385
final  value 378.696385 
converged
# weights:  66 (42 variable)
initial  value 549.306144 
iter  10 value 476.517482
iter  20 value 436.118563
iter  30 value 398.666656
iter  40 value 379.950987
iter  50 value 377.500023
iter  50 value 377.500019
iter  50 value 377.500019
final  value 377.500019 
converged
# weights:  66 (42 variable)
initial  value 549.306144 
iter  10 value 478.145853
iter  20 value 438.191919
iter  30 value 394.082024
iter  40 value 381.437363
final  value 378.746477 
converged
# weights:  66 (42 variable)
initial  value 549.306144 
iter  10 value 477.434794
iter  20 value 436.990443
iter  30 value 396.154972
iter  40 value 381.250198
iter  50 value 378.146834
final  value 378.146825 
converged
# weights:  66 (42 variable)
initial  value 549.306144 
iter  10 value 477.209689
iter  20 value 436.902922
iter  30 value 391.713789
iter  40 value 380.204491
iter  50 value 377.792304
iter  50 value 377.792302
iter  50 value 377.792302
final  value 377.792302 
converged
# weights:  66 (42 variable)
initial  value 549.306144 
iter  10 value 475.732544
iter  20 value 435.884025
iter  30 value 395.573241
iter  40 value 381.381208
iter  50 value 378.549944
iter  50 value 378.549940
iter  50 value 378.549940
final  value 378.549940 
converged
# weights:  66 (42 variable)
initial  value 549.306144 
iter  10 value 476.456041
iter  20 value 435.940593
iter  30 value 396.926242
iter  40 value 380.908567
iter  50 value 378.348674
iter  50 value 378.348672
iter  50 value 378.348672
final  value 378.348672 
converged
# weights:  60 (38 variable)
initial  value 549.306144 
iter  10 value 477.349726
iter  20 value 445.983966
iter  30 value 394.463169
iter  40 value 380.874030
final  value 380.256593 
converged
# weights:  57 (36 variable)
initial  value 549.306144 
iter  10 value 488.786277
iter  20 value 437.502286
iter  30 value 393.343834
iter  40 value 382.016138
final  value 382.002729 
converged
# weights:  57 (36 variable)
initial  value 549.306144 
iter  10 value 477.658003
iter  20 value 439.092247
iter  30 value 395.531023
iter  40 value 381.790543
final  value 381.789700 
converged
# weights:  57 (36 variable)
initial  value 549.306144 
iter  10 value 479.559496
iter  20 value 442.707193
iter  30 value 396.615689
iter  40 value 382.444543
final  value 382.444042 
converged
# weights:  57 (36 variable)
initial  value 549.306144 
iter  10 value 481.089126
iter  20 value 444.473556
iter  30 value 399.143922
iter  40 value 383.894602
final  value 383.891829 
converged
# weights:  57 (36 variable)
initial  value 549.306144 
iter  10 value 477.897781
iter  20 value 442.134655
iter  30 value 396.666941
iter  40 value 381.661398
final  value 381.659268 
converged
# weights:  57 (36 variable)
initial  value 549.306144 
iter  10 value 476.920962
iter  20 value 442.295804
iter  30 value 396.794127
iter  40 value 382.185788
final  value 382.175415 
converged
# weights:  57 (36 variable)
initial  value 549.306144 
iter  10 value 479.335990
iter  20 value 440.160602
iter  30 value 397.406521
iter  40 value 383.429373
final  value 383.417714 
converged
# weights:  57 (36 variable)
initial  value 549.306144 
iter  10 value 475.680145
iter  20 value 440.185628
iter  30 value 398.831084
iter  40 value 381.859714
final  value 381.858263 
converged
# weights:  57 (36 variable)
initial  value 549.306144 
iter  10 value 477.527933
iter  20 value 438.705089
iter  30 value 408.428859
iter  40 value 381.895061
final  value 381.891294 
converged
# weights:  57 (36 variable)
initial  value 549.306144 
iter  10 value 477.731169
iter  20 value 443.917108
iter  30 value 395.410323
iter  40 value 385.889335
final  value 385.886138 
converged
# weights:  57 (36 variable)
initial  value 549.306144 
iter  10 value 480.436279
iter  20 value 443.414635
iter  30 value 404.449675
iter  40 value 389.800718
final  value 388.778400 
converged
# weights:  57 (36 variable)
initial  value 549.306144 
iter  10 value 477.854168
iter  20 value 440.525825
iter  30 value 399.157429
iter  40 value 381.859677
final  value 381.842144 
converged
# weights:  57 (36 variable)
initial  value 549.306144 
iter  10 value 479.615447
iter  20 value 440.123790
iter  30 value 396.460226
iter  40 value 381.756220
final  value 381.752921 
converged
# weights:  57 (36 variable)
initial  value 549.306144 
iter  10 value 480.045041
iter  20 value 445.883844
iter  30 value 410.974979
iter  40 value 395.441666
final  value 395.441328 
converged
# weights:  57 (36 variable)
initial  value 549.306144 
iter  10 value 485.184468
iter  20 value 453.842901
iter  30 value 423.581635
iter  40 value 406.660177
final  value 406.655882 
converged
# weights:  57 (36 variable)
initial  value 549.306144 
iter  10 value 480.180728
iter  20 value 446.586151
iter  30 value 405.504775
iter  40 value 392.782078
final  value 392.778144 
converged
# weights:  57 (36 variable)
initial  value 549.306144 
iter  10 value 480.597486
iter  20 value 445.798361
iter  30 value 417.010016
iter  40 value 394.946624
final  value 394.936576 
converged
# weights:  57 (36 variable)
initial  value 549.306144 
iter  10 value 482.584055
iter  20 value 449.582377
iter  30 value 411.238047
iter  40 value 403.356787
final  value 403.355315 
converged
# weights:  63 (40 variable)
initial  value 549.306144 
iter  10 value 471.489607
iter  20 value 432.206924
iter  30 value 394.415964
iter  40 value 381.322762
final  value 379.728092 
converged
# weights:  63 (40 variable)
initial  value 549.306144 
iter  10 value 474.083508
iter  20 value 434.664808
iter  30 value 394.927434
iter  40 value 381.002264
final  value 379.577391 
converged
# weights:  63 (40 variable)
initial  value 549.306144 
iter  10 value 488.114785
iter  20 value 446.522640
iter  30 value 399.881579
iter  40 value 380.844229
final  value 379.276543 
converged
# weights:  63 (40 variable)
initial  value 549.306144 
iter  10 value 473.029885
iter  20 value 436.097504
iter  30 value 396.209873
iter  40 value 381.072590
final  value 379.637422 
converged
# weights:  63 (40 variable)
initial  value 549.306144 
iter  10 value 470.808888
iter  20 value 434.000690
iter  30 value 395.457789
iter  40 value 380.992089
final  value 379.684485 
converged
# weights:  63 (40 variable)
initial  value 549.306144 
iter  10 value 488.455292
iter  20 value 436.661547
iter  30 value 393.900181
iter  40 value 381.850842
final  value 380.026752 
converged
# weights:  63 (40 variable)
initial  value 549.306144 
iter  10 value 471.610842
iter  20 value 433.734787
iter  30 value 392.731145
iter  40 value 381.988770
final  value 380.216131 
converged
# weights:  63 (40 variable)
initial  value 549.306144 
iter  10 value 475.329531
iter  20 value 436.382526
iter  30 value 399.771523
iter  40 value 381.474284
final  value 379.654821 
converged
# weights:  63 (40 variable)
initial  value 549.306144 
iter  10 value 473.835980
iter  20 value 438.055108
iter  30 value 393.104654
iter  40 value 381.489418
final  value 379.849174 
converged
# weights:  63 (40 variable)
initial  value 549.306144 
iter  10 value 474.396944
iter  20 value 440.978087
iter  30 value 396.236969
iter  40 value 382.582599
final  value 379.910704 
converged
# weights:  63 (40 variable)
initial  value 549.306144 
iter  10 value 469.759870
iter  20 value 430.598130
iter  30 value 393.551368
iter  40 value 381.258128
final  value 378.885902 
converged
# weights:  63 (40 variable)
initial  value 549.306144 
iter  10 value 470.491753
iter  20 value 437.008178
iter  30 value 393.323348
iter  40 value 382.350723
final  value 380.253650 
converged
# weights:  63 (40 variable)
initial  value 549.306144 
iter  10 value 473.817236
iter  20 value 437.313316
iter  30 value 395.837980
iter  40 value 381.731438
final  value 379.968736 
converged
# weights:  63 (40 variable)
initial  value 549.306144 
iter  10 value 477.041245
iter  20 value 437.788640
iter  30 value 400.241689
iter  40 value 383.567234
final  value 379.820499 
converged
# weights:  63 (40 variable)
initial  value 549.306144 
iter  10 value 477.093951
iter  20 value 446.052047
iter  30 value 398.450549
iter  40 value 383.292931
final  value 379.897342 
converged
# weights:  63 (40 variable)
initial  value 549.306144 
iter  10 value 477.405396
iter  20 value 438.880818
iter  30 value 394.559261
iter  40 value 381.887834
final  value 380.022356 
converged
# weights:  63 (40 variable)
initial  value 549.306144 
iter  10 value 477.487911
iter  20 value 438.496308
iter  30 value 398.345764
iter  40 value 382.205256
final  value 379.992217 
converged
# weights:  63 (40 variable)
initial  value 549.306144 
iter  10 value 476.289086
iter  20 value 440.017729
iter  30 value 400.471064
iter  40 value 381.494994
final  value 379.316417 
converged
# weights:  63 (40 variable)
initial  value 549.306144 
iter  10 value 477.926234
iter  20 value 438.910313
iter  30 value 401.524456
iter  40 value 383.928277
final  value 379.838635 
converged
# weights:  63 (40 variable)
initial  value 549.306144 
iter  10 value 477.471535
iter  20 value 441.726900
iter  30 value 395.854262
iter  40 value 381.766447
final  value 380.133781 
converged
# weights:  63 (40 variable)
initial  value 549.306144 
iter  10 value 476.757177
iter  20 value 441.216088
iter  30 value 398.485965
iter  40 value 383.188558
final  value 379.839244 
converged
# weights:  63 (40 variable)
initial  value 549.306144 
iter  10 value 477.136336
iter  20 value 436.768056
iter  30 value 394.855975
iter  40 value 380.566842
final  value 378.933482 
converged
# weights:  63 (40 variable)
initial  value 549.306144 
iter  10 value 475.868182
iter  20 value 437.281419
iter  30 value 413.077364
iter  40 value 387.038063
final  value 378.969036 
converged
# weights:  63 (40 variable)
initial  value 549.306144 
iter  10 value 475.760715
iter  20 value 442.190949
iter  30 value 406.002234
iter  40 value 384.632158
final  value 379.582377 
converged
# weights:  63 (40 variable)
initial  value 549.306144 
iter  10 value 476.823015
iter  20 value 441.396174
iter  30 value 408.740486
iter  40 value 382.106174
final  value 379.877041 
converged
# weights:  63 (40 variable)
initial  value 549.306144 
iter  10 value 477.394830
iter  20 value 438.512001
iter  30 value 402.013518
iter  40 value 382.470099
final  value 379.964159 
converged
# weights:  63 (40 variable)
initial  value 549.306144 
iter  10 value 476.796751
iter  20 value 438.830687
iter  30 value 399.517385
iter  40 value 380.790518
final  value 379.049570 
converged
# weights:  63 (40 variable)
initial  value 549.306144 
iter  10 value 478.191500
iter  20 value 439.168635
iter  30 value 404.946042
iter  40 value 385.397655
final  value 380.130996 
converged
# weights:  63 (40 variable)
initial  value 549.306144 
iter  10 value 477.837832
iter  20 value 438.821108
iter  30 value 404.548479
iter  40 value 382.682652
final  value 379.698442 
converged
# weights:  63 (40 variable)
initial  value 549.306144 
iter  10 value 476.480799
iter  20 value 437.217332
iter  30 value 397.118719
iter  40 value 381.169317
final  value 378.884338 
converged
# weights:  63 (40 variable)
initial  value 549.306144 
iter  10 value 476.554480
iter  20 value 439.064162
iter  30 value 400.209634
iter  40 value 383.284464
final  value 379.904175 
converged
# weights:  63 (40 variable)
initial  value 549.306144 
iter  10 value 476.880842
iter  20 value 437.590289
iter  30 value 395.780509
iter  40 value 382.427788
final  value 379.725477 
converged
# weights:  57 (36 variable)
initial  value 549.306144 
iter  10 value 477.897781
iter  20 value 442.134655
iter  30 value 396.666941
iter  40 value 381.661398
final  value 381.659268 
converged
# weights:  54 (34 variable)
initial  value 549.306144 
iter  10 value 490.018389
iter  20 value 438.832028
iter  30 value 392.055064
iter  40 value 383.435599
final  value 383.435584 
converged
# weights:  54 (34 variable)
initial  value 549.306144 
iter  10 value 480.545668
iter  20 value 441.953894
iter  30 value 394.123848
iter  40 value 383.157963
final  value 383.157936 
converged
# weights:  54 (34 variable)
initial  value 549.306144 
iter  10 value 479.419536
iter  20 value 438.953257
iter  30 value 394.090887
iter  40 value 383.892384
final  value 383.892377 
converged
# weights:  54 (34 variable)
initial  value 549.306144 
iter  10 value 482.104382
iter  20 value 446.063810
iter  30 value 399.927079
iter  40 value 385.244267
final  value 385.244262 
converged
# weights:  54 (34 variable)
initial  value 549.306144 
iter  10 value 478.320259
iter  20 value 442.330868
iter  30 value 392.443221
iter  40 value 383.616132
final  value 383.616022 
converged
# weights:  54 (34 variable)
initial  value 549.306144 
iter  10 value 478.803148
iter  20 value 448.257959
iter  30 value 396.485883
iter  40 value 384.688511
final  value 384.688422 
converged
# weights:  54 (34 variable)
initial  value 549.306144 
iter  10 value 476.109494
iter  20 value 442.528292
iter  30 value 389.555023
iter  40 value 383.026459
final  value 383.026413 
converged
# weights:  54 (34 variable)
initial  value 549.306144 
iter  10 value 478.343710
iter  20 value 441.192346
iter  30 value 394.156785
iter  40 value 383.423269
final  value 383.423224 
converged
# weights:  54 (34 variable)
initial  value 549.306144 
iter  10 value 478.177844
iter  20 value 447.456665
iter  30 value 391.160547
iter  40 value 387.628093
final  value 387.627975 
converged
# weights:  54 (34 variable)
initial  value 549.306144 
iter  10 value 481.209302
iter  20 value 445.016080
iter  30 value 403.523157
iter  40 value 390.245904
final  value 390.245805 
converged
# weights:  54 (34 variable)
initial  value 549.306144 
iter  10 value 479.301833
iter  20 value 442.503144
iter  30 value 399.067995
iter  40 value 383.213526
final  value 383.213367 
converged
# weights:  54 (34 variable)
initial  value 549.306144 
iter  10 value 479.888264
iter  20 value 437.759757
iter  30 value 389.562832
iter  40 value 383.188158
final  value 383.188023 
converged
# weights:  54 (34 variable)
initial  value 549.306144 
iter  10 value 480.814618
iter  20 value 447.463615
iter  30 value 413.149693
iter  40 value 396.599792
final  value 396.599748 
converged
# weights:  54 (34 variable)
initial  value 549.306144 
iter  10 value 484.880533
iter  20 value 458.083283
iter  30 value 418.511799
iter  40 value 408.197530
final  value 408.197423 
converged
# weights:  54 (34 variable)
initial  value 549.306144 
iter  10 value 480.400574
iter  20 value 446.216773
iter  30 value 399.446237
iter  40 value 393.841248
final  value 393.841149 
converged
# weights:  54 (34 variable)
initial  value 549.306144 
iter  10 value 481.400570
iter  20 value 448.890759
iter  30 value 410.316317
iter  40 value 396.292849
final  value 396.292745 
converged
# weights:  54 (34 variable)
initial  value 549.306144 
iter  10 value 483.125887
iter  20 value 450.972146
iter  30 value 414.366377
iter  40 value 404.656679
final  value 404.656523 
converged
# weights:  60 (38 variable)
initial  value 549.306144 
iter  10 value 474.746954
iter  20 value 439.110178
iter  30 value 401.505357
iter  40 value 382.584204
final  value 381.120310 
converged
# weights:  60 (38 variable)
initial  value 549.306144 
iter  10 value 476.694143
iter  20 value 443.804210
iter  30 value 396.988614
iter  40 value 381.519276
final  value 381.025066 
converged
# weights:  60 (38 variable)
initial  value 549.306144 
iter  10 value 474.861490
iter  20 value 440.675503
iter  30 value 394.352391
iter  40 value 380.879796
final  value 380.692665 
converged
# weights:  60 (38 variable)
initial  value 549.306144 
iter  10 value 475.752830
iter  20 value 442.782025
iter  30 value 396.623380
iter  40 value 382.302104
final  value 381.046367 
converged
# weights:  60 (38 variable)
initial  value 549.306144 
iter  10 value 473.957828
iter  20 value 439.427977
iter  30 value 398.988596
iter  40 value 381.591903
final  value 381.068053 
converged
# weights:  60 (38 variable)
initial  value 549.306144 
iter  10 value 476.026690
iter  20 value 439.685421
iter  30 value 393.942670
iter  40 value 381.833331
final  value 381.495472 
converged
# weights:  60 (38 variable)
initial  value 549.306144 
iter  10 value 474.546564
iter  20 value 439.182420
iter  30 value 397.441047
iter  40 value 382.953783
final  value 381.617809 
converged
# weights:  60 (38 variable)
initial  value 549.306144 
iter  10 value 478.249631
iter  20 value 445.053153
iter  30 value 397.354200
iter  40 value 381.524709
final  value 381.044946 
converged
# weights:  60 (38 variable)
initial  value 549.306144 
iter  10 value 477.349726
iter  20 value 445.983966
iter  30 value 394.463169
iter  40 value 380.874030
final  value 380.256593 
converged
# weights:  60 (38 variable)
initial  value 549.306144 
iter  10 value 476.882305
iter  20 value 440.359575
iter  30 value 397.440306
iter  40 value 382.685498
final  value 381.296903 
converged
# weights:  60 (38 variable)
initial  value 549.306144 
iter  10 value 477.086786
iter  20 value 445.242269
iter  30 value 404.018627
iter  40 value 384.490736
final  value 381.286136 
converged
# weights:  60 (38 variable)
initial  value 549.306144 
iter  10 value 473.146096
iter  20 value 437.045032
iter  30 value 397.633762
iter  40 value 380.431168
final  value 380.234884 
converged
# weights:  60 (38 variable)
initial  value 549.306144 
iter  10 value 473.631754
iter  20 value 439.479284
iter  30 value 400.815536
iter  40 value 382.370703
final  value 381.653498 
converged
# weights:  60 (38 variable)
initial  value 549.306144 
iter  10 value 476.992431
iter  20 value 439.930168
iter  30 value 401.434708
iter  40 value 381.813082
final  value 381.309017 
converged
# weights:  60 (38 variable)
initial  value 549.306144 
iter  10 value 477.523555
iter  20 value 438.692175
iter  30 value 395.153825
iter  40 value 382.355821
final  value 381.229963 
converged
# weights:  60 (38 variable)
initial  value 549.306144 
iter  10 value 477.609482
iter  20 value 446.802440
iter  30 value 405.542404
iter  40 value 382.183082
final  value 381.384540 
converged
# weights:  60 (38 variable)
initial  value 549.306144 
iter  10 value 478.034710
iter  20 value 439.251559
iter  30 value 394.395200
iter  40 value 382.369462
final  value 381.421224 
converged
# weights:  60 (38 variable)
initial  value 549.306144 
iter  10 value 478.126817
iter  20 value 438.720057
iter  30 value 398.069416
iter  40 value 383.209091
final  value 381.401658 
converged
# weights:  60 (38 variable)
initial  value 549.306144 
iter  10 value 478.889199
iter  20 value 440.800792
iter  30 value 394.437378
iter  40 value 381.289823
final  value 380.712151 
converged
# weights:  60 (38 variable)
initial  value 549.306144 
iter  10 value 478.351949
iter  20 value 443.457993
iter  30 value 394.787989
iter  40 value 382.247954
final  value 381.237599 
converged
# weights:  60 (38 variable)
initial  value 549.306144 
iter  10 value 478.064224
iter  20 value 440.968940
iter  30 value 399.370149
iter  40 value 382.520190
final  value 381.520296 
converged
# weights:  60 (38 variable)
initial  value 549.306144 
iter  10 value 477.199873
iter  20 value 442.142894
iter  30 value 401.319421
iter  40 value 382.379476
final  value 381.246854 
converged
# weights:  60 (38 variable)
initial  value 549.306144 
iter  10 value 477.691772
iter  20 value 438.180703
iter  30 value 396.849088
iter  40 value 380.600874
final  value 380.381493 
converged
# weights:  60 (38 variable)
initial  value 549.306144 
iter  10 value 476.737262
iter  20 value 436.604505
iter  30 value 398.841590
iter  40 value 380.745067
final  value 380.425174 
converged
# weights:  60 (38 variable)
initial  value 549.306144 
iter  10 value 476.343125
iter  20 value 442.809006
iter  30 value 405.868078
iter  40 value 381.883838
final  value 380.926281 
converged
# weights:  60 (38 variable)
initial  value 549.306144 
iter  10 value 477.227042
iter  20 value 440.557360
iter  30 value 398.735567
iter  40 value 381.754448
final  value 381.164463 
converged
# weights:  60 (38 variable)
initial  value 549.306144 
iter  10 value 477.935484
iter  20 value 439.975522
iter  30 value 401.578109
iter  40 value 382.117318
final  value 381.378067 
converged
# weights:  60 (38 variable)
initial  value 549.306144 
iter  10 value 477.427900
iter  20 value 442.475724
iter  30 value 401.948270
iter  40 value 382.145982
final  value 380.548806 
converged
# weights:  60 (38 variable)
initial  value 549.306144 
iter  10 value 478.575164
iter  20 value 441.776843
iter  30 value 400.511730
iter  40 value 382.166431
final  value 381.588467 
converged
# weights:  60 (38 variable)
initial  value 549.306144 
iter  10 value 478.000673
iter  20 value 440.016167
iter  30 value 399.220936
iter  40 value 382.023989
final  value 381.170712 
converged
# weights:  60 (38 variable)
initial  value 549.306144 
iter  10 value 478.669137
iter  20 value 439.066448
iter  30 value 400.115281
iter  40 value 380.428420
final  value 380.261814 
converged
# weights:  60 (38 variable)
initial  value 549.306144 
iter  10 value 477.241249
iter  20 value 443.293409
iter  30 value 404.643323
iter  40 value 382.831542
final  value 381.275374 
converged
# weights:  60 (38 variable)
initial  value 549.306144 
iter  10 value 477.639537
iter  20 value 441.424557
iter  30 value 393.840109
iter  40 value 381.666739
final  value 381.163990 
converged
# weights:  54 (34 variable)
initial  value 549.306144 
iter  10 value 476.109494
iter  20 value 442.528292
iter  30 value 389.555023
iter  40 value 383.026459
final  value 383.026413 
converged
# weights:  51 (32 variable)
initial  value 549.306144 
iter  10 value 485.375370
iter  20 value 438.200146
iter  30 value 389.610516
final  value 384.703211 
converged
# weights:  51 (32 variable)
initial  value 549.306144 
iter  10 value 478.398580
iter  20 value 439.502178
iter  30 value 387.988402
iter  40 value 384.599846
iter  40 value 384.599845
iter  40 value 384.599845
final  value 384.599845 
converged
# weights:  51 (32 variable)
initial  value 549.306144 
iter  10 value 476.599780
iter  20 value 441.574059
iter  30 value 390.539538
final  value 385.405759 
converged
# weights:  51 (32 variable)
initial  value 549.306144 
iter  10 value 481.538009
iter  20 value 445.060150
iter  30 value 403.645702
iter  40 value 386.490260
final  value 386.490235 
converged
# weights:  51 (32 variable)
initial  value 549.306144 
iter  10 value 475.307051
iter  20 value 437.758677
iter  30 value 387.703964
final  value 384.989851 
converged
# weights:  51 (32 variable)
initial  value 549.306144 
iter  10 value 479.181007
iter  20 value 443.903332
iter  30 value 406.745279
iter  40 value 386.295109
iter  40 value 386.295105
iter  40 value 386.295105
final  value 386.295105 
converged
# weights:  51 (32 variable)
initial  value 549.306144 
iter  10 value 477.277347
iter  20 value 439.474657
iter  30 value 390.850341
iter  40 value 384.341071
final  value 384.341067 
converged
# weights:  51 (32 variable)
initial  value 549.306144 
iter  10 value 476.518434
iter  20 value 444.939802
iter  30 value 392.858727
final  value 389.297890 
converged
# weights:  51 (32 variable)
initial  value 549.306144 
iter  10 value 480.295453
iter  20 value 447.139572
iter  30 value 399.411601
iter  40 value 391.520108
final  value 391.520098 
converged
# weights:  51 (32 variable)
initial  value 549.306144 
iter  10 value 477.115603
iter  20 value 442.249478
iter  30 value 387.612115
iter  40 value 384.564181
iter  40 value 384.564180
iter  40 value 384.564180
final  value 384.564180 
converged
# weights:  51 (32 variable)
initial  value 549.306144 
iter  10 value 477.191156
iter  20 value 434.872537
iter  30 value 391.055575
iter  40 value 384.593702
iter  40 value 384.593699
iter  40 value 384.593699
final  value 384.593699 
converged
# weights:  51 (32 variable)
initial  value 549.306144 
iter  10 value 479.572700
iter  20 value 451.715443
iter  30 value 402.197442
final  value 398.072213 
converged
# weights:  51 (32 variable)
initial  value 549.306144 
iter  10 value 483.097324
iter  20 value 456.315477
iter  30 value 413.395129
final  value 410.411066 
converged
# weights:  51 (32 variable)
initial  value 549.306144 
iter  10 value 478.515804
iter  20 value 450.899274
iter  30 value 400.071494
iter  40 value 394.792121
iter  40 value 394.792118
iter  40 value 394.792118
final  value 394.792118 
converged
# weights:  51 (32 variable)
initial  value 549.306144 
iter  10 value 479.882883
iter  20 value 449.540485
iter  30 value 401.013037
final  value 397.387292 
converged
# weights:  51 (32 variable)
initial  value 549.306144 
iter  10 value 481.216543
iter  20 value 452.305717
iter  30 value 407.190848
final  value 405.637367 
converged
# weights:  57 (36 variable)
initial  value 549.306144 
iter  10 value 474.849224
iter  20 value 442.149393
iter  30 value 401.566126
iter  40 value 382.505406
final  value 382.503469 
converged
# weights:  57 (36 variable)
initial  value 549.306144 
iter  10 value 475.578670
iter  20 value 442.063652
iter  30 value 399.963541
iter  40 value 382.519691
final  value 382.518388 
converged
# weights:  57 (36 variable)
initial  value 549.306144 
iter  10 value 472.872476
iter  20 value 439.828035
iter  30 value 392.509365
iter  40 value 382.067591
final  value 382.066220 
converged
# weights:  57 (36 variable)
initial  value 549.306144 
iter  10 value 474.352938
iter  20 value 440.276091
iter  30 value 396.698369
iter  40 value 382.417497
final  value 382.413763 
converged
# weights:  57 (36 variable)
initial  value 549.306144 
iter  10 value 474.937502
iter  20 value 447.735204
iter  30 value 408.305659
iter  40 value 382.449879
final  value 382.443871 
converged
# weights:  57 (36 variable)
initial  value 549.306144 
iter  10 value 474.879041
iter  20 value 441.867771
iter  30 value 398.239973
iter  40 value 382.852337
final  value 382.849894 
converged
# weights:  57 (36 variable)
initial  value 549.306144 
iter  10 value 474.710979
iter  20 value 443.350020
iter  30 value 402.927676
iter  40 value 383.026313
final  value 383.008106 
converged
# weights:  57 (36 variable)
initial  value 549.306144 
iter  10 value 477.242869
iter  20 value 444.788928
iter  30 value 405.416198
iter  40 value 382.553841
final  value 382.543954 
converged
# weights:  57 (36 variable)
initial  value 549.306144 
iter  10 value 475.680145
iter  20 value 440.185628
iter  30 value 398.831084
iter  40 value 381.859714
final  value 381.858263 
converged
# weights:  57 (36 variable)
initial  value 549.306144 
iter  10 value 476.647480
iter  20 value 443.536803
iter  30 value 406.786965
iter  40 value 382.701187
final  value 382.695663 
converged
# weights:  57 (36 variable)
initial  value 549.306144 
iter  10 value 475.549458
iter  20 value 446.172965
iter  30 value 399.398004
iter  40 value 382.684848
final  value 382.680891 
converged
# weights:  57 (36 variable)
initial  value 549.306144 
iter  10 value 472.205430
iter  20 value 442.551095
iter  30 value 401.790798
iter  40 value 381.481207
final  value 381.480302 
converged
# weights:  57 (36 variable)
initial  value 549.306144 
iter  10 value 475.076333
iter  20 value 444.440064
iter  30 value 402.841237
iter  40 value 383.015262
final  value 383.013195 
converged
# weights:  57 (36 variable)
initial  value 549.306144 
iter  10 value 476.919981
iter  20 value 444.588753
iter  30 value 403.041691
iter  40 value 382.687339
final  value 382.685606 
converged
# weights:  57 (36 variable)
initial  value 549.306144 
iter  10 value 479.439720
iter  20 value 442.835007
iter  30 value 402.879303
iter  40 value 382.612688
final  value 382.610897 
converged
# weights:  57 (36 variable)
initial  value 549.306144 
iter  10 value 477.897781
iter  20 value 442.134655
iter  30 value 396.666941
iter  40 value 381.661398
final  value 381.659268 
converged
# weights:  57 (36 variable)
initial  value 549.306144 
iter  10 value 476.409115
iter  20 value 441.746652
iter  30 value 399.500447
iter  40 value 382.757943
final  value 382.756717 
converged
# weights:  57 (36 variable)
initial  value 549.306144 
iter  10 value 476.397198
iter  20 value 442.676558
iter  30 value 399.469685
iter  40 value 382.789714
final  value 382.789209 
converged
# weights:  57 (36 variable)
initial  value 549.306144 
iter  10 value 476.676657
iter  20 value 442.275463
iter  30 value 400.626082
iter  40 value 382.795879
final  value 382.794882 
converged
# weights:  57 (36 variable)
initial  value 549.306144 
iter  10 value 475.984296
iter  20 value 442.305379
iter  30 value 401.561560
iter  40 value 382.003019
final  value 382.002101 
converged
# weights:  57 (36 variable)
initial  value 549.306144 
iter  10 value 477.763979
iter  20 value 443.945825
iter  30 value 402.724786
iter  40 value 382.642709
final  value 382.641172 
converged
# weights:  57 (36 variable)
initial  value 549.306144 
iter  10 value 476.582440
iter  20 value 443.119605
iter  30 value 397.122861
iter  40 value 382.896857
final  value 382.896192 
converged
# weights:  57 (36 variable)
initial  value 549.306144 
iter  10 value 476.910646
iter  20 value 440.277345
iter  30 value 398.205684
iter  40 value 382.608061
final  value 382.596446 
converged
# weights:  57 (36 variable)
initial  value 549.306144 
iter  10 value 475.079191
iter  20 value 440.370797
iter  30 value 395.911419
iter  40 value 381.778550
final  value 381.774667 
converged
# weights:  57 (36 variable)
initial  value 549.306144 
iter  10 value 476.644302
iter  20 value 445.728710
iter  30 value 401.735803
iter  40 value 381.673943
final  value 381.647686 
converged
# weights:  57 (36 variable)
initial  value 549.306144 
iter  10 value 475.111783
iter  20 value 443.888408
iter  30 value 402.456872
iter  40 value 382.369704
final  value 382.356570 
converged
# weights:  57 (36 variable)
initial  value 549.306144 
iter  10 value 475.962177
iter  20 value 441.276541
iter  30 value 403.218341
iter  40 value 382.578893
final  value 382.578060 
converged
# weights:  57 (36 variable)
initial  value 549.306144 
iter  10 value 476.309795
iter  20 value 440.242068
iter  30 value 401.569568
iter  40 value 382.696064
final  value 382.695434 
converged
# weights:  57 (36 variable)
initial  value 549.306144 
iter  10 value 476.057481
iter  20 value 443.651188
iter  30 value 403.615271
iter  40 value 382.008644
final  value 382.005596 
converged
# weights:  57 (36 variable)
initial  value 549.306144 
iter  10 value 477.011071
iter  20 value 444.919732
iter  30 value 400.995605
iter  40 value 382.867514
final  value 382.856735 
converged
# weights:  57 (36 variable)
initial  value 549.306144 
iter  10 value 476.970108
iter  20 value 441.513226
iter  30 value 403.055038
iter  40 value 382.482603
final  value 382.481838 
converged
# weights:  57 (36 variable)
initial  value 549.306144 
iter  10 value 482.176817
iter  20 value 442.699754
iter  30 value 397.829759
iter  40 value 381.674021
final  value 381.667517 
converged
# weights:  57 (36 variable)
initial  value 549.306144 
iter  10 value 476.847828
iter  20 value 443.371347
iter  30 value 401.365579
iter  40 value 382.646855
final  value 382.638710 
converged
# weights:  57 (36 variable)
initial  value 549.306144 
iter  10 value 476.755735
iter  20 value 444.104541
iter  30 value 401.251131
iter  40 value 382.467603
final  value 382.465531 
converged
# weights:  51 (32 variable)
initial  value 549.306144 
iter  10 value 477.277347
iter  20 value 439.474657
iter  30 value 390.850341
iter  40 value 384.341071
final  value 384.341067 
converged
# weights:  48 (30 variable)
initial  value 549.306144 
iter  10 value 486.003759
iter  20 value 423.714106
iter  30 value 389.283537
final  value 386.037917 
converged
# weights:  48 (30 variable)
initial  value 549.306144 
iter  10 value 477.531369
iter  20 value 437.896203
iter  30 value 392.542983
final  value 385.871158 
converged
# weights:  48 (30 variable)
initial  value 549.306144 
iter  10 value 476.788278
iter  20 value 432.353179
iter  30 value 390.256384
final  value 387.111607 
converged
# weights:  48 (30 variable)
initial  value 549.306144 
iter  10 value 481.849981
iter  20 value 422.209549
iter  30 value 390.364141
final  value 387.929106 
converged
# weights:  48 (30 variable)
initial  value 549.306144 
iter  10 value 476.537912
iter  20 value 428.287525
iter  30 value 390.370396
final  value 386.254349 
converged
# weights:  48 (30 variable)
initial  value 549.306144 
iter  10 value 478.216945
iter  20 value 416.525122
iter  30 value 391.370655
final  value 387.541882 
converged
# weights:  48 (30 variable)
initial  value 549.306144 
iter  10 value 477.688912
iter  20 value 442.222881
iter  30 value 396.388745
final  value 390.637200 
converged
# weights:  48 (30 variable)
initial  value 549.306144 
iter  10 value 481.512652
iter  20 value 442.986885
iter  30 value 402.580403
final  value 392.907939 
converged
# weights:  48 (30 variable)
initial  value 549.306144 
iter  10 value 478.004417
iter  20 value 430.391115
iter  30 value 391.203778
final  value 385.961163 
converged
# weights:  48 (30 variable)
initial  value 549.306144 
iter  10 value 478.579133
iter  20 value 433.061568
iter  30 value 389.715870
final  value 385.788391 
converged
# weights:  48 (30 variable)
initial  value 549.306144 
iter  10 value 480.447625
iter  20 value 446.236783
iter  30 value 406.899960
final  value 399.345809 
converged
# weights:  48 (30 variable)
initial  value 549.306144 
iter  10 value 483.790464
iter  20 value 455.029557
iter  30 value 416.619237
final  value 411.228271 
converged
# weights:  48 (30 variable)
initial  value 549.306144 
iter  10 value 483.357286
iter  20 value 446.307053
iter  30 value 401.448909
final  value 395.825784 
converged
# weights:  48 (30 variable)
initial  value 549.306144 
iter  10 value 481.437741
iter  20 value 443.960429
iter  30 value 400.685497
final  value 398.719142 
converged
# weights:  48 (30 variable)
initial  value 549.306144 
iter  10 value 481.958292
iter  20 value 447.242177
iter  30 value 409.016839
final  value 407.383253 
converged
# weights:  54 (34 variable)
initial  value 549.306144 
iter  10 value 476.368091
iter  20 value 444.661887
iter  30 value 395.812743
iter  40 value 383.821042
final  value 383.820636 
converged
# weights:  54 (34 variable)
initial  value 549.306144 
iter  10 value 476.745218
iter  20 value 445.739987
iter  30 value 391.443419
iter  40 value 383.764870
final  value 383.764814 
converged
# weights:  54 (34 variable)
initial  value 549.306144 
iter  10 value 473.638200
iter  20 value 438.836531
iter  30 value 393.596543
iter  40 value 383.352303
final  value 383.352185 
converged
# weights:  54 (34 variable)
initial  value 549.306144 
iter  10 value 475.546150
iter  20 value 443.304255
iter  30 value 394.365237
iter  40 value 383.727968
final  value 383.727428 
converged
# weights:  54 (34 variable)
initial  value 549.306144 
iter  10 value 480.850705
iter  20 value 447.573310
iter  30 value 389.830285
iter  40 value 383.818380
final  value 383.818200 
converged
# weights:  54 (34 variable)
initial  value 549.306144 
iter  10 value 476.713757
iter  20 value 444.033095
iter  30 value 390.883421
iter  40 value 384.219499
final  value 384.219442 
converged
# weights:  54 (34 variable)
initial  value 549.306144 
iter  10 value 475.696656
iter  20 value 441.045486
iter  30 value 392.532725
iter  40 value 384.327236
final  value 384.327065 
converged
# weights:  54 (34 variable)
initial  value 549.306144 
iter  10 value 478.577843
iter  20 value 446.488752
iter  30 value 391.737835
iter  40 value 383.862143
final  value 383.862092 
converged
# weights:  54 (34 variable)
initial  value 549.306144 
iter  10 value 477.131647
iter  20 value 442.035741
iter  30 value 390.120502
iter  40 value 383.040192
final  value 383.040056 
converged
# weights:  54 (34 variable)
initial  value 549.306144 
iter  10 value 479.983358
iter  20 value 442.858234
iter  30 value 396.126836
iter  40 value 384.005243
final  value 384.004878 
converged
# weights:  54 (34 variable)
initial  value 549.306144 
iter  10 value 476.410895
iter  20 value 444.998593
iter  30 value 401.959007
iter  40 value 384.020653
final  value 384.020601 
converged
# weights:  54 (34 variable)
initial  value 549.306144 
iter  10 value 473.786814
iter  20 value 441.981940
iter  30 value 391.201296
iter  40 value 382.880044
final  value 382.879681 
converged
# weights:  54 (34 variable)
initial  value 549.306144 
iter  10 value 476.388860
iter  20 value 442.670193
iter  30 value 388.974127
iter  40 value 384.334190
final  value 384.334155 
converged
# weights:  54 (34 variable)
initial  value 549.306144 
iter  10 value 478.039677
iter  20 value 444.883772
iter  30 value 398.651052
iter  40 value 383.960647
final  value 383.960597 
converged
# weights:  54 (34 variable)
initial  value 549.306144 
iter  10 value 478.485608
iter  20 value 443.855488
iter  30 value 399.324249
iter  40 value 384.008609
final  value 384.008355 
converged
# weights:  54 (34 variable)
initial  value 549.306144 
iter  10 value 478.343710
iter  20 value 441.192346
iter  30 value 394.156785
iter  40 value 383.423269
final  value 383.423224 
converged
# weights:  54 (34 variable)
initial  value 549.306144 
iter  10 value 476.109494
iter  20 value 442.528292
iter  30 value 389.555023
iter  40 value 383.026459
final  value 383.026413 
converged
# weights:  54 (34 variable)
initial  value 549.306144 
iter  10 value 477.034702
iter  20 value 442.471950
iter  30 value 391.362118
iter  40 value 384.033770
final  value 384.033755 
converged
# weights:  54 (34 variable)
initial  value 549.306144 
iter  10 value 477.512494
iter  20 value 442.591883
iter  30 value 391.774680
iter  40 value 384.075346
final  value 384.075260 
converged
# weights:  54 (34 variable)
initial  value 549.306144 
iter  10 value 478.205478
iter  20 value 443.844345
iter  30 value 398.991033
iter  40 value 384.043388
final  value 384.043378 
converged
# weights:  54 (34 variable)
initial  value 549.306144 
iter  10 value 477.084584
iter  20 value 443.309094
iter  30 value 391.730555
iter  40 value 383.400858
final  value 383.400640 
converged
# weights:  54 (34 variable)
initial  value 549.306144 
iter  10 value 478.612322
iter  20 value 441.708773
iter  30 value 389.762335
iter  40 value 383.926904
final  value 383.926833 
converged
# weights:  54 (34 variable)
initial  value 549.306144 
iter  10 value 477.769253
iter  20 value 442.381709
iter  30 value 393.121596
iter  40 value 384.135177
final  value 384.135141 
converged
# weights:  54 (34 variable)
initial  value 549.306144 
iter  10 value 476.459527
iter  20 value 442.526448
iter  30 value 394.205645
iter  40 value 383.979068
final  value 383.979041 
converged
# weights:  54 (34 variable)
initial  value 549.306144 
iter  10 value 475.878956
iter  20 value 439.473785
iter  30 value 391.081102
iter  40 value 383.002251
final  value 383.002011 
converged
# weights:  54 (34 variable)
initial  value 549.306144 
iter  10 value 476.322257
iter  20 value 436.209783
iter  30 value 391.479417
iter  40 value 383.009625
final  value 383.009569 
converged
# weights:  54 (34 variable)
initial  value 549.306144 
iter  10 value 476.168191
iter  20 value 438.860705
iter  30 value 403.441860
iter  40 value 383.663530
final  value 383.663437 
converged
# weights:  54 (34 variable)
initial  value 549.306144 
iter  10 value 476.306014
iter  20 value 440.405928
iter  30 value 399.002702
iter  40 value 384.070072
final  value 384.069953 
converged
# weights:  54 (34 variable)
initial  value 549.306144 
iter  10 value 477.291505
iter  20 value 441.783901
iter  30 value 393.695029
iter  40 value 384.050498
final  value 384.050348 
converged
# weights:  54 (34 variable)
initial  value 549.306144 
iter  10 value 476.983902
iter  20 value 445.182589
iter  30 value 391.650349
iter  40 value 383.406551
final  value 383.406504 
converged
# weights:  54 (34 variable)
initial  value 549.306144 
iter  10 value 477.868442
iter  20 value 442.823070
iter  30 value 394.560624
iter  40 value 384.222351
final  value 384.222156 
converged
# weights:  54 (34 variable)
initial  value 549.306144 
iter  10 value 477.340454
iter  20 value 443.960266
iter  30 value 394.699955
iter  40 value 383.868972
final  value 383.868818 
converged
# weights:  54 (34 variable)
initial  value 549.306144 
iter  10 value 479.595472
iter  20 value 442.793205
iter  30 value 393.551566
iter  40 value 382.961687
final  value 382.961561 
converged
# weights:  54 (34 variable)
initial  value 549.306144 
iter  10 value 477.574955
iter  20 value 442.269639
iter  30 value 390.850019
iter  40 value 384.038716
final  value 384.038443 
converged
# weights:  54 (34 variable)
initial  value 549.306144 
iter  10 value 477.904072
iter  20 value 442.251122
iter  30 value 394.853901
iter  40 value 383.854792
final  value 383.854400 
converged
# weights:  48 (30 variable)
initial  value 549.306144 
iter  10 value 478.579133
iter  20 value 433.061568
iter  30 value 389.715870
final  value 385.788391 
converged
# weights:  45 (28 variable)
initial  value 549.306144 
iter  10 value 485.148870
iter  20 value 400.256763
iter  30 value 388.506039
final  value 387.668597 
converged
# weights:  45 (28 variable)
initial  value 549.306144 
iter  10 value 477.520325
iter  20 value 426.747435
iter  30 value 388.741650
final  value 387.099656 
converged
# weights:  45 (28 variable)
initial  value 549.306144 
iter  10 value 477.433790
iter  20 value 422.069123
iter  30 value 388.466079
final  value 388.413459 
converged
# weights:  45 (28 variable)
initial  value 549.306144 
iter  10 value 481.464098
iter  20 value 418.797191
iter  30 value 390.201891
final  value 389.439240 
converged
# weights:  45 (28 variable)
initial  value 549.306144 
iter  10 value 476.790110
iter  20 value 421.604513
iter  30 value 388.399231
final  value 387.625627 
converged
# weights:  45 (28 variable)
initial  value 549.306144 
iter  10 value 479.188341
iter  20 value 413.050095
iter  30 value 390.651689
final  value 388.877047 
converged
# weights:  45 (28 variable)
initial  value 549.306144 
iter  10 value 478.950516
iter  20 value 413.241911
iter  30 value 392.062681
final  value 391.761268 
converged
# weights:  45 (28 variable)
initial  value 549.306144 
iter  10 value 483.370545
iter  20 value 441.033402
iter  30 value 397.184770
final  value 395.126580 
converged
# weights:  45 (28 variable)
initial  value 549.306144 
iter  10 value 479.028425
iter  20 value 427.537883
iter  30 value 387.549847
final  value 387.302773 
converged
# weights:  45 (28 variable)
initial  value 549.306144 
iter  10 value 484.453621
iter  20 value 440.454131
iter  30 value 402.167232
final  value 401.031474 
converged
# weights:  45 (28 variable)
initial  value 549.306144 
iter  10 value 481.392984
iter  20 value 451.625384
iter  30 value 412.770282
final  value 412.632491 
converged
# weights:  45 (28 variable)
initial  value 549.306144 
iter  10 value 471.751660
iter  20 value 432.387017
iter  30 value 397.332099
final  value 397.217861 
converged
# weights:  45 (28 variable)
initial  value 549.306144 
iter  10 value 482.899543
iter  20 value 438.364234
iter  30 value 400.712526
final  value 400.483867 
converged
# weights:  45 (28 variable)
initial  value 549.306144 
iter  10 value 484.163282
iter  20 value 444.689215
iter  30 value 408.794816
final  value 408.660231 
converged
# weights:  51 (32 variable)
initial  value 549.306144 
iter  10 value 478.126322
iter  20 value 438.686122
iter  30 value 390.994339
iter  40 value 385.240522
iter  40 value 385.240521
iter  40 value 385.240521
final  value 385.240521 
converged
# weights:  51 (32 variable)
initial  value 549.306144 
iter  10 value 478.449148
iter  20 value 442.958792
iter  30 value 393.821222
iter  40 value 385.311862
iter  40 value 385.311860
iter  40 value 385.311860
final  value 385.311860 
converged
# weights:  51 (32 variable)
initial  value 549.306144 
iter  10 value 475.322802
iter  20 value 439.208276
iter  30 value 392.571199
iter  40 value 384.804224
iter  40 value 384.804224
iter  40 value 384.804224
final  value 384.804224 
converged
# weights:  51 (32 variable)
initial  value 549.306144 
iter  10 value 477.284711
iter  20 value 444.563944
iter  30 value 389.614440
iter  40 value 385.223899
iter  40 value 385.223896
iter  40 value 385.223896
final  value 385.223896 
converged
# weights:  51 (32 variable)
initial  value 549.306144 
iter  10 value 478.556824
iter  20 value 438.830330
iter  30 value 390.718655
iter  40 value 385.312167
iter  40 value 385.312164
iter  40 value 385.312164
final  value 385.312164 
converged
# weights:  51 (32 variable)
initial  value 549.306144 
iter  10 value 478.356051
iter  20 value 440.468584
iter  30 value 391.729302
iter  40 value 385.657356
iter  40 value 385.657355
iter  40 value 385.657355
final  value 385.657355 
converged
# weights:  51 (32 variable)
initial  value 549.306144 
iter  10 value 477.646159
iter  20 value 437.733024
iter  30 value 388.404530
iter  40 value 385.784708
iter  40 value 385.784708
iter  40 value 385.784708
final  value 385.784708 
converged
# weights:  51 (32 variable)
initial  value 549.306144 
iter  10 value 480.208469
iter  20 value 438.432661
iter  30 value 391.101452
iter  40 value 385.383529
iter  40 value 385.383527
iter  40 value 385.383527
final  value 385.383527 
converged
# weights:  51 (32 variable)
initial  value 549.306144 
iter  10 value 478.929945
iter  20 value 441.576855
iter  30 value 392.172938
iter  40 value 384.486615
iter  40 value 384.486614
iter  40 value 384.486614
final  value 384.486614 
converged
# weights:  51 (32 variable)
initial  value 549.306144 
iter  10 value 479.005659
iter  20 value 440.409696
iter  30 value 395.384364
iter  40 value 385.457821
final  value 385.457805 
converged
# weights:  51 (32 variable)
initial  value 549.306144 
iter  10 value 477.772460
iter  20 value 440.670172
iter  30 value 391.735259
iter  40 value 385.422303
iter  40 value 385.422302
iter  40 value 385.422302
final  value 385.422302 
converged
# weights:  51 (32 variable)
initial  value 549.306144 
iter  10 value 475.619002
iter  20 value 433.655740
iter  30 value 388.608199
iter  40 value 384.226890
iter  40 value 384.226887
iter  40 value 384.226887
final  value 384.226887 
converged
# weights:  51 (32 variable)
initial  value 549.306144 
iter  10 value 480.674033
iter  20 value 441.028629
iter  30 value 392.998818
iter  40 value 385.781805
final  value 385.781801 
converged
# weights:  51 (32 variable)
initial  value 549.306144 
iter  10 value 481.007245
iter  20 value 439.864576
iter  30 value 394.661069
iter  40 value 385.329041
final  value 385.329015 
converged
# weights:  51 (32 variable)
initial  value 549.306144 
iter  10 value 479.915544
iter  20 value 435.988206
iter  30 value 392.954004
iter  40 value 385.372747
final  value 385.372720 
converged
# weights:  51 (32 variable)
initial  value 549.306144 
iter  10 value 480.218350
iter  20 value 435.490280
iter  30 value 389.628478
iter  40 value 384.827705
final  value 384.827696 
converged
# weights:  51 (32 variable)
initial  value 549.306144 
iter  10 value 477.191156
iter  20 value 434.872537
iter  30 value 391.055575
iter  40 value 384.593702
iter  40 value 384.593699
iter  40 value 384.593699
final  value 384.593699 
converged
# weights:  51 (32 variable)
initial  value 549.306144 
iter  10 value 478.237603
iter  20 value 435.697711
iter  30 value 389.486853
iter  40 value 385.520708
iter  40 value 385.520704
iter  40 value 385.520704
final  value 385.520704 
converged
# weights:  51 (32 variable)
initial  value 549.306144 
iter  10 value 479.119954
iter  20 value 433.826254
iter  30 value 396.913897
iter  40 value 385.479279
iter  40 value 385.479277
iter  40 value 385.479277
final  value 385.479277 
converged
# weights:  51 (32 variable)
initial  value 549.306144 
iter  10 value 482.058436
iter  20 value 438.328621
iter  30 value 388.343547
iter  40 value 385.467917
iter  40 value 385.467916
iter  40 value 385.467916
final  value 385.467916 
converged
# weights:  51 (32 variable)
initial  value 549.306144 
iter  10 value 477.713518
iter  20 value 439.549484
iter  30 value 389.633127
iter  40 value 385.160126
iter  40 value 385.160124
iter  40 value 385.160124
final  value 385.160124 
converged
# weights:  51 (32 variable)
initial  value 549.306144 
iter  10 value 479.996851
iter  20 value 435.488550
iter  30 value 390.157004
iter  40 value 385.302916
final  value 385.302910 
converged
# weights:  51 (32 variable)
initial  value 549.306144 
iter  10 value 479.226542
iter  20 value 422.421383
iter  30 value 391.683648
iter  40 value 385.651764
iter  40 value 385.651763
iter  40 value 385.651763
final  value 385.651763 
converged
# weights:  51 (32 variable)
initial  value 549.306144 
iter  10 value 477.515425
iter  20 value 431.341291
iter  30 value 390.016345
iter  40 value 385.583031
iter  40 value 385.583030
iter  40 value 385.583030
final  value 385.583030 
converged
# weights:  51 (32 variable)
initial  value 549.306144 
iter  10 value 477.599335
iter  20 value 421.409776
iter  30 value 397.364550
iter  40 value 384.632672
iter  40 value 384.632669
iter  40 value 384.632669
final  value 384.632669 
converged
# weights:  51 (32 variable)
initial  value 549.306144 
iter  10 value 478.604445
iter  20 value 430.377804
iter  30 value 387.676625
iter  40 value 384.598669
iter  40 value 384.598669
iter  40 value 384.598669
final  value 384.598669 
converged
# weights:  51 (32 variable)
initial  value 549.306144 
iter  10 value 477.471441
iter  20 value 440.032924
iter  30 value 402.341306
iter  40 value 385.022510
iter  40 value 385.022509
iter  40 value 385.022509
final  value 385.022509 
converged
# weights:  51 (32 variable)
initial  value 549.306144 
iter  10 value 477.018964
iter  20 value 432.831366
iter  30 value 388.043765
iter  40 value 385.502620
iter  40 value 385.502619
iter  40 value 385.502619
final  value 385.502619 
converged
# weights:  51 (32 variable)
initial  value 549.306144 
iter  10 value 478.621458
iter  20 value 436.217748
iter  30 value 397.768030
final  value 385.384929 
converged
# weights:  51 (32 variable)
initial  value 549.306144 
iter  10 value 478.247137
iter  20 value 420.521740
iter  30 value 390.278724
iter  40 value 384.722214
iter  40 value 384.722212
iter  40 value 384.722212
final  value 384.722212 
converged
# weights:  51 (32 variable)
initial  value 549.306144 
iter  10 value 479.499656
iter  20 value 433.898327
iter  30 value 388.420590
iter  40 value 385.646187
iter  40 value 385.646185
iter  40 value 385.646185
final  value 385.646185 
converged
# weights:  51 (32 variable)
initial  value 549.306144 
iter  10 value 477.277347
iter  20 value 439.474657
iter  30 value 390.850341
iter  40 value 384.341071
final  value 384.341067 
converged
# weights:  51 (32 variable)
initial  value 549.306144 
iter  10 value 479.006262
iter  20 value 434.328181
iter  30 value 391.831528
iter  40 value 385.351693
final  value 385.351689 
converged
# weights:  51 (32 variable)
initial  value 549.306144 
iter  10 value 481.749805
iter  20 value 443.469608
iter  30 value 393.974766
iter  40 value 384.824683
iter  40 value 384.824680
iter  40 value 384.824680
final  value 384.824680 
converged
# weights:  51 (32 variable)
initial  value 549.306144 
iter  10 value 479.003912
iter  20 value 433.024305
iter  30 value 392.768953
iter  40 value 385.419372
final  value 385.419356 
converged
# weights:  51 (32 variable)
initial  value 549.306144 
iter  10 value 479.676142
iter  20 value 435.538856
iter  30 value 388.079981
iter  40 value 385.440093
iter  40 value 385.440093
iter  40 value 385.440093
final  value 385.440093 
converged
# weights:  45 (28 variable)
initial  value 549.306144 
iter  10 value 477.520325
iter  20 value 426.747435
iter  30 value 388.741650
final  value 387.099656 
converged
# weights:  42 (26 variable)
initial  value 549.306144 
iter  10 value 474.342119
iter  20 value 405.728945
iter  30 value 389.015735
final  value 389.010049 
converged
# weights:  42 (26 variable)
initial  value 549.306144 
iter  10 value 475.845699
iter  20 value 412.149977
iter  30 value 389.491168
final  value 389.485581 
converged
# weights:  42 (26 variable)
initial  value 549.306144 
iter  10 value 482.877638
iter  20 value 422.752863
iter  30 value 390.772686
final  value 390.764005 
converged
# weights:  42 (26 variable)
initial  value 549.306144 
iter  10 value 478.069733
iter  20 value 421.674841
iter  30 value 388.767733
final  value 388.748331 
converged
# weights:  42 (26 variable)
initial  value 549.306144 
iter  10 value 481.017537
iter  20 value 412.842945
iter  30 value 390.193253
final  value 390.179465 
converged
# weights:  42 (26 variable)
initial  value 549.306144 
iter  10 value 478.197736
iter  20 value 418.354389
iter  30 value 392.735372
final  value 392.735043 
converged
# weights:  42 (26 variable)
initial  value 549.306144 
iter  10 value 483.989211
iter  20 value 437.776435
iter  30 value 396.263562
final  value 396.251690 
converged
# weights:  42 (26 variable)
initial  value 549.306144 
iter  10 value 476.199346
iter  20 value 411.050525
iter  30 value 388.650045
final  value 388.648020 
converged
# weights:  42 (26 variable)
initial  value 549.306144 
iter  10 value 479.583003
iter  20 value 427.671730
iter  30 value 402.506162
final  value 402.501199 
converged
# weights:  42 (26 variable)
initial  value 549.306144 
iter  10 value 476.727470
iter  20 value 438.579551
iter  30 value 413.943798
final  value 413.939846 
converged
# weights:  42 (26 variable)
initial  value 549.306144 
iter  10 value 494.923256
iter  20 value 421.980805
iter  30 value 398.276441
final  value 398.232301 
converged
# weights:  42 (26 variable)
initial  value 549.306144 
iter  10 value 481.273078
iter  20 value 443.379539
iter  30 value 402.048090
final  value 402.037697 
converged
# weights:  42 (26 variable)
initial  value 549.306144 
iter  10 value 480.805595
iter  20 value 437.804925
iter  30 value 409.478951
final  value 409.477765 
converged
# weights:  48 (30 variable)
initial  value 549.306144 
iter  10 value 478.579133
iter  20 value 433.061568
iter  30 value 389.715870
final  value 385.788391 
converged
# weights:  48 (30 variable)
initial  value 549.306144 
iter  10 value 477.536595
iter  20 value 444.623481
iter  30 value 392.772518
final  value 386.579569 
converged
# weights:  48 (30 variable)
initial  value 549.306144 
iter  10 value 486.987572
iter  20 value 432.697409
iter  30 value 389.983829
final  value 386.617728 
converged
# weights:  48 (30 variable)
initial  value 549.306144 
iter  10 value 481.932154
iter  20 value 436.277515
iter  30 value 391.782018
final  value 386.260644 
converged
# weights:  48 (30 variable)
initial  value 549.306144 
iter  10 value 477.024898
iter  20 value 438.941659
iter  30 value 389.131768
final  value 386.527825 
converged
# weights:  48 (30 variable)
initial  value 549.306144 
iter  10 value 482.699827
iter  20 value 447.373824
iter  30 value 389.429309
final  value 386.683536 
converged
# weights:  48 (30 variable)
initial  value 549.306144 
iter  10 value 476.870924
iter  20 value 438.208620
iter  30 value 397.422922
final  value 386.927872 
converged
# weights:  48 (30 variable)
initial  value 549.306144 
iter  10 value 478.534560
iter  20 value 437.184741
iter  30 value 390.153895
final  value 387.091653 
converged
# weights:  48 (30 variable)
initial  value 549.306144 
iter  10 value 479.866856
iter  20 value 435.374368
iter  30 value 389.051495
final  value 386.650892 
converged
# weights:  48 (30 variable)
initial  value 549.306144 
iter  10 value 478.016401
iter  20 value 440.148486
iter  30 value 389.289302
final  value 385.819981 
converged
# weights:  48 (30 variable)
initial  value 549.306144 
iter  10 value 478.593351
iter  20 value 444.568366
iter  30 value 395.149537
final  value 386.816539 
converged
# weights:  48 (30 variable)
initial  value 549.306144 
iter  10 value 477.387365
iter  20 value 437.802568
iter  30 value 391.227292
final  value 386.695445 
converged
# weights:  48 (30 variable)
initial  value 549.306144 
iter  10 value 475.279258
iter  20 value 429.661557
iter  30 value 390.051543
final  value 385.579458 
converged
# weights:  48 (30 variable)
initial  value 549.306144 
iter  10 value 478.569505
iter  20 value 440.759275
iter  30 value 393.344623
final  value 387.091217 
converged
# weights:  48 (30 variable)
initial  value 549.306144 
iter  10 value 479.554967
iter  20 value 437.583056
iter  30 value 389.351533
final  value 386.659090 
converged
# weights:  48 (30 variable)
initial  value 549.306144 
iter  10 value 478.736548
iter  20 value 433.306957
iter  30 value 392.592029
final  value 386.734096 
converged
# weights:  48 (30 variable)
initial  value 549.306144 
iter  10 value 480.256358
iter  20 value 431.195062
iter  30 value 389.759269
final  value 386.107352 
converged
# weights:  48 (30 variable)
initial  value 549.306144 
iter  10 value 478.587268
iter  20 value 431.481564
iter  30 value 388.558849
final  value 385.935894 
converged
# weights:  48 (30 variable)
initial  value 549.306144 
iter  10 value 478.056664
iter  20 value 433.722780
iter  30 value 391.259674
final  value 386.817362 
converged
# weights:  48 (30 variable)
initial  value 549.306144 
iter  10 value 477.222834
iter  20 value 430.095081
iter  30 value 389.510670
final  value 386.859543 
converged
# weights:  48 (30 variable)
initial  value 549.306144 
iter  10 value 477.225675
iter  20 value 431.161263
iter  30 value 389.138153
final  value 386.818279 
converged
# weights:  48 (30 variable)
initial  value 549.306144 
iter  10 value 478.906983
iter  20 value 439.832184
iter  30 value 389.070221
final  value 386.442297 
converged
# weights:  48 (30 variable)
initial  value 549.306144 
iter  10 value 479.845528
iter  20 value 432.324405
iter  30 value 389.296354
final  value 386.607099 
converged
# weights:  48 (30 variable)
initial  value 549.306144 
iter  10 value 478.902538
iter  20 value 423.880068
iter  30 value 390.786737
final  value 387.002053 
converged
# weights:  48 (30 variable)
initial  value 549.306144 
iter  10 value 478.917706
iter  20 value 427.138848
iter  30 value 391.477983
final  value 386.854718 
converged
# weights:  48 (30 variable)
initial  value 549.306144 
iter  10 value 476.465840
iter  20 value 426.051377
iter  30 value 391.554876
final  value 385.956723 
converged
# weights:  48 (30 variable)
initial  value 549.306144 
iter  10 value 479.725884
iter  20 value 427.499010
iter  30 value 389.250354
final  value 385.819934 
converged
# weights:  48 (30 variable)
initial  value 549.306144 
iter  10 value 478.179969
iter  20 value 434.743883
iter  30 value 390.708141
final  value 386.279847 
converged
# weights:  48 (30 variable)
initial  value 549.306144 
iter  10 value 478.126034
iter  20 value 432.572194
iter  30 value 389.373685
final  value 386.828954 
converged
# weights:  48 (30 variable)
initial  value 549.306144 
iter  10 value 477.660721
iter  20 value 430.065318
iter  30 value 392.170355
final  value 386.747161 
converged
# weights:  48 (30 variable)
initial  value 549.306144 
iter  10 value 478.545467
iter  20 value 419.486053
iter  30 value 388.435090
final  value 386.123253 
converged
# weights:  48 (30 variable)
initial  value 549.306144 
iter  10 value 478.779148
iter  20 value 433.174016
iter  30 value 389.781841
final  value 386.911889 
converged
# weights:  48 (30 variable)
initial  value 549.306144 
iter  10 value 477.531369
iter  20 value 437.896203
iter  30 value 392.542983
final  value 385.871158 
converged
# weights:  48 (30 variable)
initial  value 549.306144 
iter  10 value 478.309920
iter  20 value 430.974459
iter  30 value 388.583305
final  value 386.485362 
converged
# weights:  48 (30 variable)
initial  value 549.306144 
iter  10 value 479.154261
iter  20 value 431.787589
iter  30 value 390.058570
final  value 385.884952 
converged
# weights:  48 (30 variable)
initial  value 549.306144 
iter  10 value 478.280764
iter  20 value 432.034494
iter  30 value 390.654894
final  value 386.767465 
converged
# weights:  48 (30 variable)
initial  value 549.306144 
iter  10 value 478.573720
iter  20 value 429.480272
iter  30 value 389.213055
final  value 386.727677 
converged
# weights:  42 (26 variable)
initial  value 549.306144 
iter  10 value 476.199346
iter  20 value 411.050525
iter  30 value 388.650045
final  value 388.648020 
converged
# weights:  39 (24 variable)
initial  value 549.306144 
iter  10 value 475.688224
iter  20 value 418.076379
iter  30 value 390.296147
final  value 390.295803 
converged
# weights:  39 (24 variable)
initial  value 549.306144 
iter  10 value 458.259409
iter  20 value 413.180719
iter  30 value 391.115363
final  value 391.115314 
converged
# weights:  39 (24 variable)
initial  value 549.306144 
iter  10 value 478.860428
iter  20 value 422.649010
iter  30 value 392.493046
final  value 392.493009 
converged
# weights:  39 (24 variable)
initial  value 549.306144 
iter  10 value 472.306860
iter  20 value 421.625866
iter  30 value 390.091605
final  value 390.091524 
converged
# weights:  39 (24 variable)
initial  value 549.306144 
iter  10 value 458.026204
iter  20 value 421.334415
iter  30 value 391.796071
final  value 391.796018 
converged
# weights:  39 (24 variable)
initial  value 549.306144 
iter  10 value 476.886913
iter  20 value 411.112786
iter  30 value 394.097772
iter  30 value 394.097769
iter  30 value 394.097769
final  value 394.097769 
converged
# weights:  39 (24 variable)
initial  value 549.306144 
iter  10 value 482.804977
iter  20 value 424.392826
iter  30 value 397.892996
final  value 397.892586 
converged
# weights:  39 (24 variable)
initial  value 549.306144 
iter  10 value 480.447239
iter  20 value 422.287598
iter  30 value 403.934111
final  value 403.934031 
converged
# weights:  39 (24 variable)
initial  value 549.306144 
iter  10 value 482.585874
iter  20 value 433.180847
iter  30 value 415.936553
final  value 415.936490 
converged
# weights:  39 (24 variable)
initial  value 549.306144 
iter  10 value 472.201793
iter  20 value 414.661016
iter  30 value 399.735529
final  value 399.735509 
converged
# weights:  39 (24 variable)
initial  value 549.306144 
iter  10 value 482.499205
iter  20 value 435.308992
iter  30 value 403.476459
final  value 403.476312 
converged
# weights:  39 (24 variable)
initial  value 549.306144 
iter  10 value 482.741264
iter  20 value 426.461722
iter  30 value 411.140139
final  value 411.140127 
converged
# weights:  45 (28 variable)
initial  value 549.306144 
iter  10 value 479.028425
iter  20 value 427.537883
iter  30 value 387.549847
final  value 387.302773 
converged
# weights:  45 (28 variable)
initial  value 549.306144 
iter  10 value 477.155086
iter  20 value 427.651045
iter  30 value 388.160613
final  value 388.044228 
converged
# weights:  45 (28 variable)
initial  value 549.306144 
iter  10 value 478.499295
iter  20 value 430.088625
iter  30 value 388.833071
final  value 388.156043 
converged
# weights:  45 (28 variable)
initial  value 549.306144 
iter  10 value 476.982289
iter  20 value 411.380981
iter  30 value 388.410038
final  value 387.759748 
converged
# weights:  45 (28 variable)
initial  value 549.306144 
iter  10 value 478.799780
iter  20 value 415.133313
iter  30 value 388.716887
final  value 387.986092 
converged
# weights:  45 (28 variable)
initial  value 549.306144 
iter  10 value 475.808073
iter  20 value 426.297576
iter  30 value 388.384700
final  value 388.153346 
converged
# weights:  45 (28 variable)
initial  value 549.306144 
iter  10 value 477.573265
iter  20 value 415.571519
iter  30 value 388.576637
final  value 388.444454 
converged
# weights:  45 (28 variable)
initial  value 549.306144 
iter  10 value 477.404149
iter  20 value 433.465180
iter  30 value 389.686980
final  value 388.644862 
converged
# weights:  45 (28 variable)
initial  value 549.306144 
iter  10 value 479.913338
iter  20 value 427.023175
iter  30 value 389.464540
final  value 388.236133 
converged
# weights:  45 (28 variable)
initial  value 549.306144 
iter  10 value 477.566915
iter  20 value 431.665885
iter  30 value 387.765645
final  value 387.391365 
converged
# weights:  45 (28 variable)
initial  value 549.306144 
iter  10 value 480.902467
iter  20 value 437.286898
iter  30 value 388.357866
final  value 388.239255 
converged
# weights:  45 (28 variable)
initial  value 549.306144 
iter  10 value 475.890143
iter  20 value 434.067824
iter  30 value 388.643287
final  value 388.232380 
converged
# weights:  45 (28 variable)
initial  value 549.306144 
iter  10 value 477.363433
iter  20 value 425.469100
iter  30 value 387.538167
final  value 387.143614 
converged
# weights:  45 (28 variable)
initial  value 549.306144 
iter  10 value 479.537135
iter  20 value 432.600911
iter  30 value 388.725632
final  value 388.643934 
converged
# weights:  45 (28 variable)
initial  value 549.306144 
iter  10 value 476.204990
iter  20 value 414.921036
iter  30 value 388.568011
final  value 388.068117 
converged
# weights:  45 (28 variable)
initial  value 549.306144 
iter  10 value 479.689717
iter  20 value 427.941767
iter  30 value 389.110377
final  value 388.401116 
converged
# weights:  45 (28 variable)
initial  value 549.306144 
iter  10 value 479.862225
iter  20 value 415.883638
iter  30 value 388.108104
final  value 387.697552 
converged
# weights:  45 (28 variable)
initial  value 549.306144 
iter  10 value 477.583430
iter  20 value 439.344449
iter  30 value 388.118776
final  value 387.463120 
converged
# weights:  45 (28 variable)
initial  value 549.306144 
iter  10 value 477.004125
iter  20 value 421.152761
iter  30 value 388.964975
final  value 388.286993 
converged
# weights:  45 (28 variable)
initial  value 549.306144 
iter  10 value 477.175414
iter  20 value 426.135842
iter  30 value 388.644035
final  value 388.504772 
converged
# weights:  45 (28 variable)
initial  value 549.306144 
iter  10 value 477.685467
iter  20 value 424.170944
iter  30 value 388.729633
final  value 388.411990 
converged
# weights:  45 (28 variable)
initial  value 549.306144 
iter  10 value 477.999740
iter  20 value 423.702290
iter  30 value 388.633748
final  value 387.797253 
converged
# weights:  45 (28 variable)
initial  value 549.306144 
iter  10 value 479.738188
iter  20 value 430.903452
iter  30 value 388.155072
final  value 388.033579 
converged
# weights:  45 (28 variable)
initial  value 549.306144 
iter  10 value 480.685225
iter  20 value 414.737736
iter  30 value 391.316792
final  value 388.501420 
converged
# weights:  45 (28 variable)
initial  value 549.306144 
iter  10 value 478.646449
iter  20 value 428.256046
iter  30 value 388.581685
final  value 388.294914 
converged
# weights:  45 (28 variable)
initial  value 549.306144 
iter  10 value 475.949067
iter  20 value 418.132446
iter  30 value 388.045485
final  value 387.395297 
converged
# weights:  45 (28 variable)
initial  value 549.306144 
iter  10 value 477.520325
iter  20 value 426.747435
iter  30 value 388.741650
final  value 387.099656 
converged
# weights:  45 (28 variable)
initial  value 549.306144 
iter  10 value 477.381747
iter  20 value 426.678733
iter  30 value 388.239474
final  value 387.588473 
converged
# weights:  45 (28 variable)
initial  value 549.306144 
iter  10 value 476.604534
iter  20 value 416.293228
iter  30 value 387.699951
final  value 387.446466 
converged
# weights:  45 (28 variable)
initial  value 549.306144 
iter  10 value 475.850415
iter  20 value 426.014393
iter  30 value 388.457580
final  value 388.403901 
converged
# weights:  45 (28 variable)
initial  value 549.306144 
iter  10 value 476.333979
iter  20 value 422.455040
iter  30 value 388.990482
final  value 388.276863 
converged
# weights:  45 (28 variable)
initial  value 549.306144 
iter  10 value 479.323837
iter  20 value 417.270984
iter  30 value 388.172731
final  value 388.056265 
converged
# weights:  45 (28 variable)
initial  value 549.306144 
iter  10 value 477.518953
iter  20 value 420.860056
iter  30 value 389.695914
final  value 388.432248 
converged
# weights:  45 (28 variable)
initial  value 549.306144 
iter  10 value 476.379128
iter  20 value 426.941931
iter  30 value 388.579565
final  value 387.501863 
converged
# weights:  45 (28 variable)
initial  value 549.306144 
iter  10 value 477.249118
iter  20 value 418.735260
iter  30 value 388.474716
final  value 387.975865 
converged
# weights:  45 (28 variable)
initial  value 549.306144 
iter  10 value 478.531383
iter  20 value 422.524169
iter  30 value 387.683509
final  value 387.318885 
converged
# weights:  45 (28 variable)
initial  value 549.306144 
iter  10 value 477.952633
iter  20 value 433.910245
iter  30 value 389.663677
final  value 388.356091 
converged
# weights:  45 (28 variable)
initial  value 549.306144 
iter  10 value 477.156470
iter  20 value 427.702696
iter  30 value 388.587127
final  value 388.281442 
converged
# weights:  39 (24 variable)
initial  value 549.306144 
iter  10 value 472.306860
iter  20 value 421.625866
iter  30 value 390.091605
final  value 390.091524 
converged
# weights:  36 (22 variable)
initial  value 549.306144 
iter  10 value 442.815108
iter  20 value 407.166965
final  value 391.774289 
converged
# weights:  36 (22 variable)
initial  value 549.306144 
iter  10 value 458.609857
iter  20 value 407.881483
iter  30 value 392.301975
iter  30 value 392.301974
iter  30 value 392.301974
final  value 392.301974 
converged
# weights:  36 (22 variable)
initial  value 549.306144 
iter  10 value 457.409696
iter  20 value 415.768981
final  value 393.799186 
converged
# weights:  36 (22 variable)
initial  value 549.306144 
iter  10 value 452.518535
iter  20 value 416.595560
iter  30 value 393.416517
iter  30 value 393.416517
iter  30 value 393.416517
final  value 393.416517 
converged
# weights:  36 (22 variable)
initial  value 549.306144 
iter  10 value 473.108041
iter  20 value 413.381835
final  value 395.281058 
converged
# weights:  36 (22 variable)
initial  value 549.306144 
iter  10 value 479.665792
iter  20 value 424.958514
iter  30 value 399.360200
iter  30 value 399.360199
iter  30 value 399.360199
final  value 399.360199 
converged
# weights:  36 (22 variable)
initial  value 549.306144 
iter  10 value 474.269128
iter  20 value 425.551992
iter  30 value 405.567608
iter  30 value 405.567605
iter  30 value 405.567605
final  value 405.567605 
converged
# weights:  36 (22 variable)
initial  value 549.306144 
iter  10 value 473.640481
iter  20 value 439.361107
final  value 416.904088 
converged
# weights:  36 (22 variable)
initial  value 549.306144 
iter  10 value 475.655211
iter  20 value 420.647992
final  value 400.397721 
converged
# weights:  36 (22 variable)
initial  value 549.306144 
iter  10 value 479.750922
iter  20 value 426.021305
final  value 405.650538 
converged
# weights:  36 (22 variable)
initial  value 549.306144 
iter  10 value 478.248381
iter  20 value 426.690750
iter  30 value 411.724404
iter  30 value 411.724403
iter  30 value 411.724403
final  value 411.724403 
converged
# weights:  42 (26 variable)
initial  value 549.306144 
iter  10 value 475.075863
iter  20 value 415.271979
iter  30 value 388.926671
final  value 388.915513 
converged
# weights:  42 (26 variable)
initial  value 549.306144 
iter  10 value 476.329436
iter  20 value 408.038744
iter  30 value 389.538021
final  value 389.532169 
converged
# weights:  42 (26 variable)
initial  value 549.306144 
iter  10 value 461.511261
iter  20 value 409.678304
iter  30 value 389.584637
final  value 389.567614 
converged
# weights:  42 (26 variable)
initial  value 549.306144 
iter  10 value 483.447607
iter  20 value 411.817170
iter  30 value 389.110836
final  value 389.084027 
converged
# weights:  42 (26 variable)
initial  value 549.306144 
iter  10 value 475.957767
iter  20 value 431.504190
iter  30 value 389.423314
final  value 389.411851 
converged
# weights:  42 (26 variable)
initial  value 549.306144 
iter  10 value 475.483490
iter  20 value 406.313534
iter  30 value 389.609772
final  value 389.607161 
converged
# weights:  42 (26 variable)
initial  value 549.306144 
iter  10 value 485.906705
iter  20 value 416.503976
iter  30 value 389.946745
final  value 389.915254 
converged
# weights:  42 (26 variable)
initial  value 549.306144 
iter  10 value 476.468312
iter  20 value 417.124022
iter  30 value 390.093967
final  value 390.085749 
converged
# weights:  42 (26 variable)
initial  value 549.306144 
iter  10 value 465.159395
iter  20 value 417.659765
iter  30 value 389.605936
final  value 389.605402 
converged
# weights:  42 (26 variable)
initial  value 549.306144 
iter  10 value 478.396688
iter  20 value 410.588461
iter  30 value 388.813697
final  value 388.804026 
converged
# weights:  42 (26 variable)
initial  value 549.306144 
iter  10 value 473.660712
iter  20 value 414.933944
iter  30 value 389.724731
final  value 389.707797 
converged
# weights:  42 (26 variable)
initial  value 549.306144 
iter  10 value 465.985264
iter  20 value 410.371969
iter  30 value 389.545645
final  value 389.540803 
converged
# weights:  42 (26 variable)
initial  value 549.306144 
iter  10 value 482.335948
iter  20 value 404.598399
iter  30 value 388.825478
final  value 388.803992 
converged
# weights:  42 (26 variable)
initial  value 549.306144 
iter  10 value 476.199346
iter  20 value 411.050525
iter  30 value 388.650045
final  value 388.648020 
converged
# weights:  42 (26 variable)
initial  value 549.306144 
iter  10 value 477.935986
iter  20 value 410.436417
iter  30 value 390.084426
final  value 390.080052 
converged
# weights:  42 (26 variable)
initial  value 549.306144 
iter  10 value 475.176598
iter  20 value 424.836531
iter  30 value 389.481224
final  value 389.469929 
converged
# weights:  42 (26 variable)
initial  value 549.306144 
iter  10 value 477.810100
iter  20 value 411.605567
iter  30 value 389.880797
final  value 389.872609 
converged
# weights:  42 (26 variable)
initial  value 549.306144 
iter  10 value 476.874467
iter  20 value 415.572440
iter  30 value 389.145035
final  value 389.140145 
converged
# weights:  42 (26 variable)
initial  value 549.306144 
iter  10 value 474.555421
iter  20 value 408.445487
iter  30 value 388.953056
final  value 388.943593 
converged
# weights:  42 (26 variable)
initial  value 549.306144 
iter  10 value 472.608105
iter  20 value 414.155839
iter  30 value 389.781547
final  value 389.767760 
converged
# weights:  42 (26 variable)
initial  value 549.306144 
iter  10 value 472.727051
iter  20 value 412.433654
iter  30 value 389.964688
final  value 389.961195 
converged
# weights:  42 (26 variable)
initial  value 549.306144 
iter  10 value 473.667518
iter  20 value 422.670087
iter  30 value 389.887851
final  value 389.886468 
converged
# weights:  42 (26 variable)
initial  value 549.306144 
iter  10 value 477.565091
iter  20 value 415.824892
iter  30 value 389.329341
final  value 389.310997 
converged
# weights:  42 (26 variable)
initial  value 549.306144 
iter  10 value 475.710412
iter  20 value 411.766008
iter  30 value 389.448082
final  value 389.439077 
converged
# weights:  42 (26 variable)
initial  value 549.306144 
iter  10 value 483.078619
iter  20 value 421.967417
iter  30 value 390.013122
final  value 389.963037 
converged
# weights:  42 (26 variable)
initial  value 549.306144 
iter  10 value 478.017658
iter  20 value 419.210077
iter  30 value 389.729352
final  value 389.724527 
converged
# weights:  42 (26 variable)
initial  value 549.306144 
iter  10 value 479.987209
iter  20 value 405.118380
iter  30 value 388.901897
final  value 388.875419 
converged
# weights:  42 (26 variable)
initial  value 549.306144 
iter  10 value 478.069733
iter  20 value 421.674841
iter  30 value 388.767733
final  value 388.748331 
converged
# weights:  42 (26 variable)
initial  value 549.306144 
iter  10 value 474.203569
iter  20 value 411.230124
iter  30 value 389.017453
final  value 388.979809 
converged
# weights:  42 (26 variable)
initial  value 549.306144 
iter  10 value 474.632226
iter  20 value 416.331893
iter  30 value 388.895431
final  value 388.894562 
converged
# weights:  42 (26 variable)
initial  value 549.306144 
iter  10 value 472.675669
iter  20 value 425.097754
iter  30 value 389.899689
final  value 389.882122 
converged
# weights:  42 (26 variable)
initial  value 549.306144 
iter  10 value 472.523687
iter  20 value 411.951363
iter  30 value 389.733068
final  value 389.725409 
converged
# weights:  42 (26 variable)
initial  value 549.306144 
iter  10 value 473.612436
iter  20 value 408.273200
iter  30 value 389.417922
final  value 389.415441 
converged
# weights:  42 (26 variable)
initial  value 549.306144 
iter  10 value 473.679869
iter  20 value 414.976426
iter  30 value 389.968224
final  value 389.957114 
converged
# weights:  42 (26 variable)
initial  value 549.306144 
iter  10 value 473.708796
iter  20 value 420.055994
iter  30 value 389.013630
final  value 389.012745 
converged
# weights:  42 (26 variable)
initial  value 549.306144 
iter  10 value 473.363674
iter  20 value 411.695170
iter  30 value 389.289685
final  value 389.281913 
converged
# weights:  42 (26 variable)
initial  value 549.306144 
iter  10 value 474.829288
iter  20 value 416.721444
iter  30 value 388.783481
final  value 388.768166 
converged
# weights:  42 (26 variable)
initial  value 549.306144 
iter  10 value 472.948923
iter  20 value 419.623082
iter  30 value 389.830807
final  value 389.817629 
converged
# weights:  42 (26 variable)
initial  value 549.306144 
iter  10 value 474.695448
iter  20 value 416.843349
iter  30 value 389.677808
final  value 389.655608 
converged
# weights:  36 (22 variable)
initial  value 549.306144 
iter  10 value 442.815108
iter  20 value 407.166965
final  value 391.774289 
converged
# weights:  33 (20 variable)
initial  value 549.306144 
iter  10 value 442.172950
iter  20 value 397.307418
final  value 393.953852 
converged
# weights:  33 (20 variable)
initial  value 549.306144 
iter  10 value 455.408416
iter  20 value 401.484984
final  value 395.414798 
converged
# weights:  33 (20 variable)
initial  value 549.306144 
iter  10 value 451.430470
iter  20 value 399.569227
final  value 395.138564 
converged
# weights:  33 (20 variable)
initial  value 549.306144 
iter  10 value 445.082301
iter  20 value 403.292508
final  value 397.094513 
converged
# weights:  33 (20 variable)
initial  value 549.306144 
iter  10 value 449.941726
iter  20 value 415.317996
final  value 400.649245 
converged
# weights:  33 (20 variable)
initial  value 549.306144 
iter  10 value 455.250858
iter  20 value 412.407590
final  value 407.421671 
converged
# weights:  33 (20 variable)
initial  value 549.306144 
iter  10 value 466.131469
iter  20 value 420.890074
final  value 418.553574 
converged
# weights:  33 (20 variable)
initial  value 549.306144 
iter  10 value 450.167469
iter  20 value 412.208593
final  value 401.903245 
converged
# weights:  33 (20 variable)
initial  value 549.306144 
iter  10 value 449.895732
iter  20 value 410.829608
final  value 406.949386 
converged
# weights:  33 (20 variable)
initial  value 549.306144 
iter  10 value 456.748128
iter  20 value 421.336990
final  value 413.658508 
converged
# weights:  39 (24 variable)
initial  value 549.306144 
iter  10 value 472.306860
iter  20 value 421.625866
iter  30 value 390.091605
final  value 390.091524 
converged
# weights:  39 (24 variable)
initial  value 549.306144 
iter  10 value 475.932688
iter  20 value 408.855827
iter  30 value 390.522223
final  value 390.522211 
converged
# weights:  39 (24 variable)
initial  value 549.306144 
iter  10 value 473.339399
iter  20 value 408.226877
iter  30 value 391.368770
final  value 391.368764 
converged
# weights:  39 (24 variable)
initial  value 549.306144 
iter  10 value 460.767423
iter  20 value 406.278644
iter  30 value 391.244192
final  value 391.244161 
converged
# weights:  39 (24 variable)
initial  value 549.306144 
iter  10 value 449.197203
iter  20 value 413.323577
iter  30 value 390.655835
final  value 390.655821 
converged
# weights:  39 (24 variable)
initial  value 549.306144 
iter  10 value 482.928660
iter  20 value 408.764321
iter  30 value 391.009013
final  value 391.008961 
converged
# weights:  39 (24 variable)
initial  value 549.306144 
iter  10 value 476.199573
iter  20 value 419.416521
iter  30 value 391.485966
final  value 391.485958 
converged
# weights:  39 (24 variable)
initial  value 549.306144 
iter  10 value 452.494936
iter  20 value 406.999709
iter  30 value 391.526809
final  value 391.526788 
converged
# weights:  39 (24 variable)
initial  value 549.306144 
iter  10 value 472.987424
iter  20 value 408.528073
iter  30 value 391.767703
final  value 391.767617 
converged
# weights:  39 (24 variable)
initial  value 549.306144 
iter  10 value 459.479609
iter  20 value 406.949689
iter  30 value 391.365836
final  value 391.365815 
converged
# weights:  39 (24 variable)
initial  value 549.306144 
iter  10 value 457.435026
iter  20 value 410.267772
iter  30 value 390.464413
final  value 390.464398 
converged
# weights:  39 (24 variable)
initial  value 549.306144 
iter  10 value 463.209039
iter  20 value 423.401108
iter  30 value 391.382449
final  value 391.381824 
converged
# weights:  39 (24 variable)
initial  value 549.306144 
iter  10 value 474.823483
iter  20 value 408.679721
iter  30 value 391.146807
final  value 391.146754 
converged
# weights:  39 (24 variable)
initial  value 549.306144 
iter  10 value 443.137186
iter  20 value 406.742772
iter  30 value 390.566840
final  value 390.566774 
converged
# weights:  39 (24 variable)
initial  value 549.306144 
iter  10 value 475.688224
iter  20 value 418.076379
iter  30 value 390.296147
final  value 390.295803 
converged
# weights:  39 (24 variable)
initial  value 549.306144 
iter  10 value 474.440569
iter  20 value 411.542014
iter  30 value 391.751282
final  value 391.751239 
converged
# weights:  39 (24 variable)
initial  value 549.306144 
iter  10 value 463.169744
iter  20 value 411.018850
iter  30 value 391.134659
final  value 391.134618 
converged
# weights:  39 (24 variable)
initial  value 549.306144 
iter  10 value 478.672143
iter  20 value 407.790844
iter  30 value 391.501861
final  value 391.501760 
converged
# weights:  39 (24 variable)
initial  value 549.306144 
iter  10 value 473.291421
iter  20 value 416.909002
iter  30 value 390.898697
final  value 390.898665 
converged
# weights:  39 (24 variable)
initial  value 549.306144 
iter  10 value 463.561939
iter  20 value 418.100824
iter  30 value 390.626217
final  value 390.626172 
converged
# weights:  39 (24 variable)
initial  value 549.306144 
iter  10 value 446.636771
iter  20 value 407.904133
iter  30 value 391.463745
final  value 391.463703 
converged
# weights:  39 (24 variable)
initial  value 549.306144 
iter  10 value 462.911310
iter  20 value 415.513914
iter  30 value 391.666471
final  value 391.666392 
converged
# weights:  39 (24 variable)
initial  value 549.306144 
iter  10 value 469.946629
iter  20 value 416.968991
iter  30 value 391.510351
final  value 391.510231 
converged
# weights:  39 (24 variable)
initial  value 549.306144 
iter  10 value 464.980759
iter  20 value 418.193331
iter  30 value 391.009186
final  value 391.009125 
converged
# weights:  39 (24 variable)
initial  value 549.306144 
iter  10 value 467.294660
iter  20 value 406.561169
iter  30 value 391.080857
final  value 391.080819 
converged
# weights:  39 (24 variable)
initial  value 549.306144 
iter  10 value 459.246970
iter  20 value 416.900053
iter  30 value 391.619995
final  value 391.619905 
converged
# weights:  39 (24 variable)
initial  value 549.306144 
iter  10 value 454.396857
iter  20 value 415.513855
iter  30 value 391.393477
final  value 391.393424 
converged
# weights:  39 (24 variable)
initial  value 549.306144 
iter  10 value 441.792331
iter  20 value 410.086799
iter  30 value 390.624214
final  value 390.624184 
converged
# weights:  39 (24 variable)
initial  value 549.306144 
iter  10 value 479.101088
iter  20 value 408.864313
iter  30 value 390.685161
final  value 390.685098 
converged
# weights:  39 (24 variable)
initial  value 549.306144 
iter  10 value 471.121409
iter  20 value 406.702963
iter  30 value 390.625199
final  value 390.625180 
converged
# weights:  39 (24 variable)
initial  value 549.306144 
iter  10 value 457.156749
iter  20 value 406.786339
iter  30 value 390.577119
final  value 390.577092 
converged
# weights:  39 (24 variable)
initial  value 549.306144 
iter  10 value 462.113191
iter  20 value 416.403122
iter  30 value 391.558840
final  value 391.558807 
converged
# weights:  39 (24 variable)
initial  value 549.306144 
iter  10 value 449.327274
iter  20 value 416.295886
iter  30 value 391.316518
final  value 391.316388 
converged
# weights:  39 (24 variable)
initial  value 549.306144 
iter  10 value 453.454372
iter  20 value 413.788149
iter  30 value 390.913241
final  value 390.913218 
converged
# weights:  39 (24 variable)
initial  value 549.306144 
iter  10 value 453.608589
iter  20 value 409.002671
iter  30 value 391.639895
final  value 391.639798 
converged
# weights:  39 (24 variable)
initial  value 549.306144 
iter  10 value 451.509989
iter  20 value 402.807855
iter  30 value 390.558170
final  value 390.558130 
converged
# weights:  39 (24 variable)
initial  value 549.306144 
iter  10 value 460.708416
iter  20 value 420.176977
iter  30 value 390.875228
final  value 390.875151 
converged
# weights:  39 (24 variable)
initial  value 549.306144 
iter  10 value 474.766326
iter  20 value 408.957022
iter  30 value 390.621357
final  value 390.621340 
converged
# weights:  39 (24 variable)
initial  value 549.306144 
iter  10 value 463.559755
iter  20 value 417.682758
iter  30 value 391.468218
final  value 391.468167 
converged
# weights:  39 (24 variable)
initial  value 549.306144 
iter  10 value 461.563669
iter  20 value 410.016758
iter  30 value 391.328017
final  value 391.327999 
converged
aic.formula <- formula(sel.aic)
print(formula(sel.aic))
y ~ X7 + X9 + X18 + X27 + X29 + X46 + X47 + X48 + X49 + X50
attr(,"variables")
list(y, X7, X9, X18, X27, X29, X46, X47, X48, X49, X50)
attr(,"factors")
    X7 X9 X18 X27 X29 X46 X47 X48 X49 X50
y    0  0   0   0   0   0   0   0   0   0
X7   1  0   0   0   0   0   0   0   0   0
X9   0  1   0   0   0   0   0   0   0   0
X18  0  0   1   0   0   0   0   0   0   0
X27  0  0   0   1   0   0   0   0   0   0
X29  0  0   0   0   1   0   0   0   0   0
X46  0  0   0   0   0   1   0   0   0   0
X47  0  0   0   0   0   0   1   0   0   0
X48  0  0   0   0   0   0   0   1   0   0
X49  0  0   0   0   0   0   0   0   1   0
X50  0  0   0   0   0   0   0   0   0   1
attr(,"term.labels")
 [1] "X7"  "X9"  "X18" "X27" "X29" "X46" "X47" "X48" "X49" "X50"
attr(,"order")
 [1] 1 1 1 1 1 1 1 1 1 1
attr(,"intercept")
[1] 1
attr(,"response")
[1] 1
attr(,"predvars")
list(y, X7, X9, X18, X27, X29, X46, X47, X48, X49, X50)
attr(,"dataClasses")
        y        X7        X9       X18       X27       X29       X46       X47       X48       X49       X50 
 "factor" "numeric" "numeric" "numeric" "numeric" "numeric" "numeric" "numeric" "numeric" "numeric" "numeric" 

y ~ X1 + X5 + X9 + X29 + X33 + X34 + X35 + X36 + X41 + X43 + X46 + X47 + X50

library(nnet)
fit <- multinom(y ~ .,data=clas_data)
# weights:  156 (102 variable)
initial  value 549.306144 
iter  10 value 435.333632
iter  20 value 420.321746
iter  30 value 397.889506
iter  40 value 390.062158
iter  50 value 375.647636
iter  60 value 373.102508
iter  70 value 365.313611
iter  80 value 361.553618
iter  90 value 360.019622
iter 100 value 359.761764
final  value 359.761764 
stopped after 100 iterations
sel.bic <- stepAIC(fit,scope=y ~ .,direction="both",
k=log(nrow(clas_data)), trace=FALSE)
# weights:  153 (100 variable)
initial  value 549.306144 
iter  10 value 439.220234
iter  20 value 423.286436
iter  30 value 399.049253
iter  40 value 390.997515
iter  50 value 377.786262
iter  60 value 374.423803
iter  70 value 366.488229
iter  80 value 362.959012
iter  90 value 361.239726
iter 100 value 361.081505
final  value 361.081505 
stopped after 100 iterations
# weights:  153 (100 variable)
initial  value 549.306144 
iter  10 value 437.477617
iter  20 value 421.910865
iter  30 value 398.387187
iter  40 value 390.069657
iter  50 value 375.822050
iter  60 value 372.569801
iter  70 value 366.206478
iter  80 value 362.629248
iter  90 value 361.395609
iter 100 value 361.202164
final  value 361.202164 
stopped after 100 iterations
# weights:  153 (100 variable)
initial  value 549.306144 
iter  10 value 437.979369
iter  20 value 422.364784
iter  30 value 398.527305
iter  40 value 390.014017
iter  50 value 377.099301
iter  60 value 373.260951
iter  70 value 365.992617
iter  80 value 361.745911
iter  90 value 360.205263
iter 100 value 360.089511
final  value 360.089511 
stopped after 100 iterations
# weights:  153 (100 variable)
initial  value 549.306144 
iter  10 value 433.589819
iter  20 value 418.878047
iter  30 value 397.656419
iter  40 value 389.388371
iter  50 value 376.229309
iter  60 value 371.760259
iter  70 value 366.076858
iter  80 value 361.816162
iter  90 value 360.253792
iter 100 value 360.114328
final  value 360.114328 
stopped after 100 iterations
# weights:  153 (100 variable)
initial  value 549.306144 
iter  10 value 436.012644
iter  20 value 420.838747
iter  30 value 398.986778
iter  40 value 390.609907
iter  50 value 375.717402
iter  60 value 372.598734
iter  70 value 366.077832
iter  80 value 362.062505
iter  90 value 360.439679
iter 100 value 360.294963
final  value 360.294963 
stopped after 100 iterations
# weights:  153 (100 variable)
initial  value 549.306144 
iter  10 value 440.778450
iter  20 value 424.114914
iter  30 value 400.370155
iter  40 value 392.220533
iter  50 value 376.226343
iter  60 value 373.353575
iter  70 value 365.528392
iter  80 value 361.514480
iter  90 value 360.097522
iter 100 value 359.925568
final  value 359.925568 
stopped after 100 iterations
# weights:  153 (100 variable)
initial  value 549.306144 
iter  10 value 433.287626
iter  20 value 418.641863
iter  30 value 397.100952
iter  40 value 389.352410
iter  50 value 376.047581
iter  60 value 373.883563
iter  70 value 367.482947
iter  80 value 363.916201
iter  90 value 362.524826
iter 100 value 362.327875
final  value 362.327875 
stopped after 100 iterations
# weights:  153 (100 variable)
initial  value 549.306144 
iter  10 value 440.088418
iter  20 value 423.704339
iter  30 value 400.058239
iter  40 value 390.850330
iter  50 value 375.303626
iter  60 value 372.070137
iter  70 value 364.926069
iter  80 value 361.764122
iter  90 value 360.337539
iter 100 value 360.223055
final  value 360.223055 
stopped after 100 iterations
# weights:  153 (100 variable)
initial  value 549.306144 
iter  10 value 433.046440
iter  20 value 419.075412
iter  30 value 398.518212
iter  40 value 391.245015
iter  50 value 378.873256
iter  60 value 376.145835
iter  70 value 369.412960
iter  80 value 365.032590
iter  90 value 363.221830
iter 100 value 363.094473
final  value 363.094473 
stopped after 100 iterations
# weights:  153 (100 variable)
initial  value 549.306144 
iter  10 value 437.685688
iter  20 value 421.892628
iter  30 value 398.534364
iter  40 value 390.089098
iter  50 value 375.660392
iter  60 value 372.666454
iter  70 value 366.044488
iter  80 value 361.877573
iter  90 value 360.362806
iter 100 value 360.017365
final  value 360.017365 
stopped after 100 iterations
# weights:  153 (100 variable)
initial  value 549.306144 
iter  10 value 440.062021
iter  20 value 424.125392
iter  30 value 400.065183
iter  40 value 391.131863
iter  50 value 377.154993
iter  60 value 373.375832
iter  70 value 366.447860
iter  80 value 362.236993
iter  90 value 360.116901
iter 100 value 359.757851
final  value 359.757851 
stopped after 100 iterations
# weights:  153 (100 variable)
initial  value 549.306144 
iter  10 value 432.860573
iter  20 value 418.314791
iter  30 value 396.250225
iter  40 value 388.440223
iter  50 value 375.304613
iter  60 value 372.764511
iter  70 value 365.830348
iter  80 value 362.271297
iter  90 value 360.712508
iter 100 value 360.574582
final  value 360.574582 
stopped after 100 iterations
# weights:  153 (100 variable)
initial  value 549.306144 
iter  10 value 432.778330
iter  20 value 418.671379
iter  30 value 397.150450
iter  40 value 389.385808
iter  50 value 376.404891
iter  60 value 372.749707
iter  70 value 366.952008
iter  80 value 363.140944
iter  90 value 361.630920
iter 100 value 361.464341
final  value 361.464341 
stopped after 100 iterations
# weights:  153 (100 variable)
initial  value 549.306144 
iter  10 value 435.949447
iter  20 value 420.544120
iter  30 value 397.703270
iter  40 value 389.378069
iter  50 value 376.620093
iter  60 value 373.311411
iter  70 value 365.389349
iter  80 value 362.707742
iter  90 value 360.580092
iter 100 value 360.315948
final  value 360.315948 
stopped after 100 iterations
# weights:  153 (100 variable)
initial  value 549.306144 
iter  10 value 435.131193
iter  20 value 420.240190
iter  30 value 397.992132
iter  40 value 389.570001
iter  50 value 376.383175
iter  60 value 371.868984
iter  70 value 365.236031
iter  80 value 361.687305
iter  90 value 360.036716
iter 100 value 359.877687
final  value 359.877687 
stopped after 100 iterations
# weights:  153 (100 variable)
initial  value 549.306144 
iter  10 value 438.675135
iter  20 value 423.499168
iter  30 value 400.154871
iter  40 value 391.814426
iter  50 value 378.027316
iter  60 value 374.753569
iter  70 value 368.080856
iter  80 value 363.557708
iter  90 value 361.787402
iter 100 value 361.602073
final  value 361.602073 
stopped after 100 iterations
# weights:  153 (100 variable)
initial  value 549.306144 
iter  10 value 435.500533
iter  20 value 420.483739
iter  30 value 398.677278
iter  40 value 390.324098
iter  50 value 377.846518
iter  60 value 374.511562
iter  70 value 366.988425
iter  80 value 363.583992
iter  90 value 361.771031
iter 100 value 361.601310
final  value 361.601310 
stopped after 100 iterations
# weights:  153 (100 variable)
initial  value 549.306144 
iter  10 value 430.605241
iter  20 value 416.901542
iter  30 value 396.612903
iter  40 value 389.670560
iter  50 value 376.841847
iter  60 value 374.349522
iter  70 value 367.505885
iter  80 value 364.581136
iter  90 value 363.029628
iter 100 value 362.842005
final  value 362.842005 
stopped after 100 iterations
# weights:  153 (100 variable)
initial  value 549.306144 
iter  10 value 438.951346
iter  20 value 422.996848
iter  30 value 399.546063
iter  40 value 390.677747
iter  50 value 375.686250
iter  60 value 372.740383
iter  70 value 365.552124
iter  80 value 362.010603
iter  90 value 359.990393
iter 100 value 359.780479
final  value 359.780479 
stopped after 100 iterations
# weights:  153 (100 variable)
initial  value 549.306144 
iter  10 value 435.946507
iter  20 value 420.556388
iter  30 value 397.607041
iter  40 value 389.647132
iter  50 value 375.341045
iter  60 value 372.003649
iter  70 value 365.698906
iter  80 value 361.890647
iter  90 value 360.342532
iter 100 value 360.157945
final  value 360.157945 
stopped after 100 iterations
# weights:  153 (100 variable)
initial  value 549.306144 
iter  10 value 434.616888
iter  20 value 420.032736
iter  30 value 398.170796
iter  40 value 389.563196
iter  50 value 376.233336
iter  60 value 372.822765
iter  70 value 365.913425
iter  80 value 362.258858
iter  90 value 360.663677
iter 100 value 360.545866
final  value 360.545866 
stopped after 100 iterations
# weights:  153 (100 variable)
initial  value 549.306144 
iter  10 value 426.852075
iter  20 value 414.465852
iter  30 value 396.076082
iter  40 value 389.380141
iter  50 value 376.592160
iter  60 value 373.219221
iter  70 value 366.821604
iter  80 value 363.025597
iter  90 value 361.669877
iter 100 value 361.424722
final  value 361.424722 
stopped after 100 iterations
# weights:  153 (100 variable)
initial  value 549.306144 
iter  10 value 436.761233
iter  20 value 421.500802
iter  30 value 400.022676
iter  40 value 391.197051
iter  50 value 377.535231
iter  60 value 374.144044
iter  70 value 367.238266
iter  80 value 363.801982
iter  90 value 362.164276
iter 100 value 362.007758
final  value 362.007758 
stopped after 100 iterations
# weights:  153 (100 variable)
initial  value 549.306144 
iter  10 value 435.748760
iter  20 value 420.762120
iter  30 value 398.443374
iter  40 value 390.253368
iter  50 value 376.426660
iter  60 value 373.332864
iter  70 value 366.299712
iter  80 value 363.339702
iter  90 value 361.397174
iter 100 value 360.771304
final  value 360.771304 
stopped after 100 iterations
# weights:  153 (100 variable)
initial  value 549.306144 
iter  10 value 435.784873
iter  20 value 420.740918
iter  30 value 398.079393
iter  40 value 389.699983
iter  50 value 375.747133
iter  60 value 372.661604
iter  70 value 365.936489
iter  80 value 361.969031
iter  90 value 360.341472
iter 100 value 360.205532
final  value 360.205532 
stopped after 100 iterations
# weights:  153 (100 variable)
initial  value 549.306144 
iter  10 value 434.535413
iter  20 value 420.006026
iter  30 value 397.708532
iter  40 value 389.681045
iter  50 value 377.986444
iter  60 value 373.568428
iter  70 value 367.124340
iter  80 value 363.542727
iter  90 value 361.563860
iter 100 value 361.409949
final  value 361.409949 
stopped after 100 iterations
# weights:  153 (100 variable)
initial  value 549.306144 
iter  10 value 436.086923
iter  20 value 421.976960
iter  30 value 398.989605
iter  40 value 389.734765
iter  50 value 378.680930
iter  60 value 375.389264
iter  70 value 369.963096
iter  80 value 366.299334
iter  90 value 365.048869
iter 100 value 364.936287
final  value 364.936287 
stopped after 100 iterations
# weights:  153 (100 variable)
initial  value 549.306144 
iter  10 value 436.386507
iter  20 value 421.136781
iter  30 value 398.199020
iter  40 value 390.015104
iter  50 value 375.905619
iter  60 value 373.357542
iter  70 value 366.874624
iter  80 value 362.733136
iter  90 value 360.957620
iter 100 value 360.705733
final  value 360.705733 
stopped after 100 iterations
# weights:  153 (100 variable)
initial  value 549.306144 
iter  10 value 436.325731
iter  20 value 425.949662
iter  30 value 399.023502
iter  40 value 388.343648
iter  50 value 381.756447
iter  60 value 378.305605
iter  70 value 372.713421
iter  80 value 368.412942
iter  90 value 367.821841
iter 100 value 367.672608
final  value 367.672608 
stopped after 100 iterations
# weights:  153 (100 variable)
initial  value 549.306144 
iter  10 value 435.127526
iter  20 value 420.351651
iter  30 value 398.376932
iter  40 value 390.140220
iter  50 value 376.269893
iter  60 value 373.205447
iter  70 value 366.721929
iter  80 value 362.119773
iter  90 value 360.743248
iter 100 value 360.612382
final  value 360.612382 
stopped after 100 iterations
# weights:  153 (100 variable)
initial  value 549.306144 
iter  10 value 435.766481
iter  20 value 420.881645
iter  30 value 398.088567
iter  40 value 389.539594
iter  50 value 375.221662
iter  60 value 372.538848
iter  70 value 365.320821
iter  80 value 361.747697
iter  90 value 360.161438
iter 100 value 360.018943
final  value 360.018943 
stopped after 100 iterations
# weights:  153 (100 variable)
initial  value 549.306144 
iter  10 value 431.820888
iter  20 value 417.691481
iter  30 value 397.143559
iter  40 value 389.413620
iter  50 value 375.846548
iter  60 value 372.858659
iter  70 value 366.351497
iter  80 value 362.886633
iter  90 value 361.401201
iter 100 value 361.181504
final  value 361.181504 
stopped after 100 iterations
# weights:  153 (100 variable)
initial  value 549.306144 
iter  10 value 434.147279
iter  20 value 419.724968
iter  30 value 398.488977
iter  40 value 391.102767
iter  50 value 377.467623
iter  60 value 374.053897
iter  70 value 367.308676
iter  80 value 363.672497
iter  90 value 362.287640
iter 100 value 362.082774
final  value 362.082774 
stopped after 100 iterations
# weights:  153 (100 variable)
initial  value 549.306144 
iter  10 value 436.070539
iter  20 value 421.068029
iter  30 value 398.693252
iter  40 value 390.282032
iter  50 value 376.122409
iter  60 value 373.303294
iter  70 value 366.651283
iter  80 value 362.187991
iter  90 value 360.631940
iter 100 value 360.418488
final  value 360.418488 
stopped after 100 iterations
# weights:  153 (100 variable)
initial  value 549.306144 
iter  10 value 428.418502
iter  20 value 414.410996
iter  30 value 395.285902
iter  40 value 389.575957
iter  50 value 376.326757
iter  60 value 371.929736
iter  70 value 366.345888
iter  80 value 362.672229
iter  90 value 361.257213
iter 100 value 360.990310
final  value 360.990310 
stopped after 100 iterations
# weights:  153 (100 variable)
initial  value 549.306144 
iter  10 value 436.831040
iter  20 value 420.197086
iter  30 value 397.649158
iter  40 value 388.639411
iter  50 value 375.700692
iter  60 value 370.556380
iter  70 value 364.314961
iter  80 value 361.839760
iter  90 value 360.811975
iter 100 value 360.625044
final  value 360.625044 
stopped after 100 iterations
# weights:  153 (100 variable)
initial  value 549.306144 
iter  10 value 435.013024
iter  20 value 420.242629
iter  30 value 397.923610
iter  40 value 390.216431
iter  50 value 376.245403
iter  60 value 373.177877
iter  70 value 365.894734
iter  80 value 362.045761
iter  90 value 360.435061
iter 100 value 360.096975
final  value 360.096975 
stopped after 100 iterations
# weights:  153 (100 variable)
initial  value 549.306144 
iter  10 value 435.110043
iter  20 value 420.090726
iter  30 value 397.677761
iter  40 value 389.250282
iter  50 value 375.148310
iter  60 value 372.303901
iter  70 value 365.423978
iter  80 value 361.491974
iter  90 value 359.961477
iter 100 value 359.862310
final  value 359.862310 
stopped after 100 iterations
# weights:  153 (100 variable)
initial  value 549.306144 
iter  10 value 434.574045
iter  20 value 419.895150
iter  30 value 397.881917
iter  40 value 389.930791
iter  50 value 376.102404
iter  60 value 373.503838
iter  70 value 365.785990
iter  80 value 362.252212
iter  90 value 360.835976
iter 100 value 360.716865
final  value 360.716865 
stopped after 100 iterations
# weights:  153 (100 variable)
initial  value 549.306144 
iter  10 value 434.873908
iter  20 value 419.793958
iter  30 value 397.769633
iter  40 value 389.976871
iter  50 value 375.910214
iter  60 value 373.822669
iter  70 value 366.328994
iter  80 value 362.051183
iter  90 value 360.241408
iter 100 value 359.979256
final  value 359.979256 
stopped after 100 iterations
# weights:  153 (100 variable)
initial  value 549.306144 
iter  10 value 436.645413
iter  20 value 421.457793
iter  30 value 399.659851
iter  40 value 392.236156
iter  50 value 380.065616
iter  60 value 372.527463
iter  70 value 368.301244
iter  80 value 364.586688
iter  90 value 362.428542
iter 100 value 362.132989
final  value 362.132989 
stopped after 100 iterations
# weights:  153 (100 variable)
initial  value 549.306144 
iter  10 value 436.228778
iter  20 value 421.366950
iter  30 value 398.733768
iter  40 value 390.543617
iter  50 value 376.200085
iter  60 value 372.757985
iter  70 value 366.011316
iter  80 value 362.062658
iter  90 value 360.613844
iter 100 value 360.455262
final  value 360.455262 
stopped after 100 iterations
# weights:  153 (100 variable)
initial  value 549.306144 
iter  10 value 427.402623
iter  20 value 414.765376
iter  30 value 396.326582
iter  40 value 389.602035
iter  50 value 375.423498
iter  60 value 372.185438
iter  70 value 366.503781
iter  80 value 363.648344
iter  90 value 361.403086
iter 100 value 361.279469
final  value 361.279469 
stopped after 100 iterations
# weights:  153 (100 variable)
initial  value 549.306144 
iter  10 value 435.589525
iter  20 value 420.216310
iter  30 value 398.298795
iter  40 value 390.084117
iter  50 value 375.812436
iter  60 value 372.844858
iter  70 value 365.672765
iter  80 value 362.035784
iter  90 value 360.240268
iter 100 value 360.062226
final  value 360.062226 
stopped after 100 iterations
# weights:  153 (100 variable)
initial  value 549.306144 
iter  10 value 435.288000
iter  20 value 420.487287
iter  30 value 397.957634
iter  40 value 389.932373
iter  50 value 375.694321
iter  60 value 373.142948
iter  70 value 365.918971
iter  80 value 361.882951
iter  90 value 360.265645
iter 100 value 360.099070
final  value 360.099070 
stopped after 100 iterations
# weights:  153 (100 variable)
initial  value 549.306144 
iter  10 value 436.393439
iter  20 value 423.241334
iter  30 value 403.304507
iter  40 value 396.465800
iter  50 value 385.097764
iter  60 value 382.113868
iter  70 value 375.875079
iter  80 value 373.191637
iter  90 value 372.048212
iter 100 value 371.853350
final  value 371.853350 
stopped after 100 iterations
# weights:  153 (100 variable)
initial  value 549.306144 
iter  10 value 447.956944
iter  20 value 434.640774
iter  30 value 414.994998
iter  40 value 408.379703
iter  50 value 396.606120
iter  60 value 393.355041
iter  70 value 387.558025
iter  80 value 385.121822
iter  90 value 383.862098
iter 100 value 383.718012
final  value 383.718012 
stopped after 100 iterations
# weights:  153 (100 variable)
initial  value 549.306144 
iter  10 value 435.880580
iter  20 value 422.201003
iter  30 value 403.449174
iter  40 value 397.039695
iter  50 value 384.837103
iter  60 value 382.474355
iter  70 value 376.666175
iter  80 value 373.996334
iter  90 value 373.103821
iter 100 value 372.981685
final  value 372.981685 
stopped after 100 iterations
# weights:  153 (100 variable)
initial  value 549.306144 
iter  10 value 436.578351
iter  20 value 422.768851
iter  30 value 403.756485
iter  40 value 396.989007
iter  50 value 385.423190
iter  60 value 382.695980
iter  70 value 376.970118
iter  80 value 374.050143
iter  90 value 372.932802
iter 100 value 372.746139
final  value 372.746139 
stopped after 100 iterations
# weights:  153 (100 variable)
initial  value 549.306144 
iter  10 value 438.332605
iter  20 value 425.841140
iter  30 value 407.511343
iter  40 value 401.616455
iter  50 value 392.040876
iter  60 value 388.762835
iter  70 value 383.523323
iter  80 value 381.365856
iter  90 value 380.112700
iter 100 value 379.853725
final  value 379.853725 
stopped after 100 iterations
# weights:  153 (100 variable)
initial  value 549.306144 
iter  10 value 440.062021
iter  20 value 424.125392
iter  30 value 400.065183
iter  40 value 391.131863
iter  50 value 377.154993
iter  60 value 373.375832
iter  70 value 366.447860
iter  80 value 362.236993
iter  90 value 360.116901
iter 100 value 359.757851
final  value 359.757851 
stopped after 100 iterations
# weights:  150 (98 variable)
initial  value 549.306144 
iter  10 value 443.787976
iter  20 value 426.789909
iter  30 value 401.040678
iter  40 value 391.909045
iter  50 value 377.248520
iter  60 value 373.665691
iter  70 value 366.546962
iter  80 value 362.876446
iter  90 value 361.207586
iter 100 value 361.094313
final  value 361.094313 
stopped after 100 iterations
# weights:  150 (98 variable)
initial  value 549.306144 
iter  10 value 441.841060
iter  20 value 425.248385
iter  30 value 400.432565
iter  40 value 391.660409
iter  50 value 377.066884
iter  60 value 372.882578
iter  70 value 366.343862
iter  80 value 363.004530
iter  90 value 361.387006
iter 100 value 361.230539
final  value 361.230539 
stopped after 100 iterations
# weights:  150 (98 variable)
initial  value 549.306144 
iter  10 value 442.722575
iter  20 value 426.010940
iter  30 value 400.386860
iter  40 value 391.436677
iter  50 value 375.696727
iter  60 value 373.153377
iter  70 value 365.543923
iter  80 value 361.797552
iter  90 value 360.254715
iter 100 value 360.112591
final  value 360.112591 
stopped after 100 iterations
# weights:  150 (98 variable)
initial  value 549.306144 
iter  10 value 438.696267
iter  20 value 422.887269
iter  30 value 399.465985
iter  40 value 390.797688
iter  50 value 377.001398
iter  60 value 371.151181
iter  70 value 365.155939
iter  80 value 362.077771
iter  90 value 360.441751
iter 100 value 360.158302
final  value 360.158302 
stopped after 100 iterations
# weights:  150 (98 variable)
initial  value 549.306144 
iter  10 value 440.718601
iter  20 value 424.389956
iter  30 value 400.890814
iter  40 value 392.062452
iter  50 value 379.633203
iter  60 value 374.140531
iter  70 value 366.232227
iter  80 value 361.915054
iter  90 value 360.580966
iter 100 value 360.312164
final  value 360.312164 
stopped after 100 iterations
# weights:  150 (98 variable)
initial  value 549.306144 
iter  10 value 445.014230
iter  20 value 427.231412
iter  30 value 402.255203
iter  40 value 393.006262
iter  50 value 375.914145
iter  60 value 372.199299
iter  70 value 365.196930
iter  80 value 361.548252
iter  90 value 360.088757
iter 100 value 359.941645
final  value 359.941645 
stopped after 100 iterations
# weights:  150 (98 variable)
initial  value 549.306144 
iter  10 value 438.275607
iter  20 value 422.636695
iter  30 value 399.408775
iter  40 value 391.048699
iter  50 value 378.372163
iter  60 value 374.039737
iter  70 value 367.655075
iter  80 value 363.925161
iter  90 value 362.767534
iter 100 value 362.400884
final  value 362.400884 
stopped after 100 iterations
# weights:  150 (98 variable)
initial  value 549.306144 
iter  10 value 444.232441
iter  20 value 426.765918
iter  30 value 401.083165
iter  40 value 391.905290
iter  50 value 375.017740
iter  60 value 371.051619
iter  70 value 365.190390
iter  80 value 361.896329
iter  90 value 360.334739
iter 100 value 360.240287
final  value 360.240287 
stopped after 100 iterations
# weights:  150 (98 variable)
initial  value 549.306144 
iter  10 value 438.857718
iter  20 value 423.795140
iter  30 value 401.297538
iter  40 value 393.193919
iter  50 value 377.866919
iter  60 value 374.221993
iter  70 value 367.689816
iter  80 value 364.573417
iter  90 value 363.281698
iter 100 value 363.134149
final  value 363.134149 
stopped after 100 iterations
# weights:  150 (98 variable)
initial  value 549.306144 
iter  10 value 442.754845
iter  20 value 425.749886
iter  30 value 400.640842
iter  40 value 391.697508
iter  50 value 375.727530
iter  60 value 371.717015
iter  70 value 365.367863
iter  80 value 361.828216
iter  90 value 360.206748
iter 100 value 360.044415
final  value 360.044415 
stopped after 100 iterations
# weights:  150 (98 variable)
initial  value 549.306144 
iter  10 value 438.043554
iter  20 value 422.495649
iter  30 value 398.610831
iter  40 value 390.147763
iter  50 value 375.374802
iter  60 value 370.889559
iter  70 value 365.121267
iter  80 value 361.994154
iter  90 value 360.671096
iter 100 value 360.600108
final  value 360.600108 
stopped after 100 iterations
# weights:  150 (98 variable)
initial  value 549.306144 
iter  10 value 438.414465
iter  20 value 423.275809
iter  30 value 399.902590
iter  40 value 391.233001
iter  50 value 376.044426
iter  60 value 373.214206
iter  70 value 366.385070
iter  80 value 363.561850
iter  90 value 361.649280
iter 100 value 361.465150
final  value 361.465150 
stopped after 100 iterations
# weights:  150 (98 variable)
initial  value 549.306144 
iter  10 value 440.818100
iter  20 value 424.374246
iter  30 value 399.905025
iter  40 value 390.979101
iter  50 value 377.616899
iter  60 value 373.100583
iter  70 value 366.069519
iter  80 value 362.199264
iter  90 value 360.958096
iter 100 value 360.348136
final  value 360.348136 
stopped after 100 iterations
# weights:  150 (98 variable)
initial  value 549.306144 
iter  10 value 440.096971
iter  20 value 424.112300
iter  30 value 400.209260
iter  40 value 391.246480
iter  50 value 375.703548
iter  60 value 371.931880
iter  70 value 365.497547
iter  80 value 361.616681
iter  90 value 360.007995
iter 100 value 359.891930
final  value 359.891930 
stopped after 100 iterations
# weights:  150 (98 variable)
initial  value 549.306144 
iter  10 value 443.739212
iter  20 value 427.300511
iter  30 value 402.037440
iter  40 value 393.252948
iter  50 value 378.141410
iter  60 value 374.529202
iter  70 value 367.517107
iter  80 value 363.776676
iter  90 value 361.854716
iter 100 value 361.629226
final  value 361.629226 
stopped after 100 iterations
# weights:  150 (98 variable)
initial  value 549.306144 
iter  10 value 440.129663
iter  20 value 424.114436
iter  30 value 400.725166
iter  40 value 391.830472
iter  50 value 376.414484
iter  60 value 372.197367
iter  70 value 366.588182
iter  80 value 363.522760
iter  90 value 361.773324
iter 100 value 361.592150
final  value 361.592150 
stopped after 100 iterations
# weights:  150 (98 variable)
initial  value 549.306144 
iter  10 value 436.382281
iter  20 value 421.576808
iter  30 value 399.114943
iter  40 value 391.432183
iter  50 value 376.981381
iter  60 value 373.599055
iter  70 value 367.400825
iter  80 value 364.290728
iter  90 value 362.984455
iter 100 value 362.852869
final  value 362.852869 
stopped after 100 iterations
# weights:  150 (98 variable)
initial  value 549.306144 
iter  10 value 443.402680
iter  20 value 426.343627
iter  30 value 401.777690
iter  40 value 392.119422
iter  50 value 376.398161
iter  60 value 372.322821
iter  70 value 365.358566
iter  80 value 361.532602
iter  90 value 359.956017
iter 100 value 359.793850
final  value 359.793850 
stopped after 100 iterations
# weights:  150 (98 variable)
initial  value 549.306144 
iter  10 value 440.684957
iter  20 value 424.261218
iter  30 value 399.625596
iter  40 value 391.165534
iter  50 value 375.700386
iter  60 value 371.524684
iter  70 value 365.316034
iter  80 value 361.858229
iter  90 value 360.284424
iter 100 value 360.180152
final  value 360.180152 
stopped after 100 iterations
# weights:  150 (98 variable)
initial  value 549.306144 
iter  10 value 439.272061
iter  20 value 423.622066
iter  30 value 399.898230
iter  40 value 390.804191
iter  50 value 375.921623
iter  60 value 372.565699
iter  70 value 366.306564
iter  80 value 362.176502
iter  90 value 360.689269
iter 100 value 360.573509
final  value 360.573509 
stopped after 100 iterations
# weights:  150 (98 variable)
initial  value 549.306144 
iter  10 value 431.283608
iter  20 value 417.983553
iter  30 value 398.179499
iter  40 value 390.998872
iter  50 value 375.942184
iter  60 value 371.883565
iter  70 value 366.128755
iter  80 value 362.843514
iter  90 value 361.541518
iter 100 value 361.404192
final  value 361.404192 
stopped after 100 iterations
# weights:  150 (98 variable)
initial  value 549.306144 
iter  10 value 441.079074
iter  20 value 424.900254
iter  30 value 402.047581
iter  40 value 392.801445
iter  50 value 378.809497
iter  60 value 375.230624
iter  70 value 367.784162
iter  80 value 364.076890
iter  90 value 362.149167
iter 100 value 362.003915
final  value 362.003915 
stopped after 100 iterations
# weights:  150 (98 variable)
initial  value 549.306144 
iter  10 value 440.636263
iter  20 value 424.722244
iter  30 value 400.723109
iter  40 value 391.995797
iter  50 value 377.323024
iter  60 value 372.582826
iter  70 value 366.051965
iter  80 value 363.459509
iter  90 value 360.942572
iter 100 value 360.749865
final  value 360.749865 
stopped after 100 iterations
# weights:  150 (98 variable)
initial  value 549.306144 
iter  10 value 440.352198
iter  20 value 424.381588
iter  30 value 400.266825
iter  40 value 391.411648
iter  50 value 376.077149
iter  60 value 371.904356
iter  70 value 365.993956
iter  80 value 361.773262
iter  90 value 360.506013
iter 100 value 360.225216
final  value 360.225216 
stopped after 100 iterations
# weights:  150 (98 variable)
initial  value 549.306144 
iter  10 value 438.383780
iter  20 value 422.991426
iter  30 value 399.456670
iter  40 value 391.141290
iter  50 value 378.556617
iter  60 value 372.915023
iter  70 value 367.676717
iter  80 value 363.453291
iter  90 value 361.584647
iter 100 value 361.438131
final  value 361.438131 
stopped after 100 iterations
# weights:  150 (98 variable)
initial  value 549.306144 
iter  10 value 440.762998
iter  20 value 425.637290
iter  30 value 401.074563
iter  40 value 390.853310
iter  50 value 378.976251
iter  60 value 374.909336
iter  70 value 370.309678
iter  80 value 366.189731
iter  90 value 365.192235
iter 100 value 364.956518
final  value 364.956518 
stopped after 100 iterations
# weights:  150 (98 variable)
initial  value 549.306144 
iter  10 value 441.237470
iter  20 value 424.838369
iter  30 value 400.322888
iter  40 value 391.770765
iter  50 value 376.274143
iter  60 value 371.774047
iter  70 value 365.495299
iter  80 value 362.661934
iter  90 value 360.907810
iter 100 value 360.733740
final  value 360.733740 
stopped after 100 iterations
# weights:  150 (98 variable)
initial  value 549.306144 
iter  10 value 441.066558
iter  20 value 429.860028
iter  30 value 400.344713
iter  40 value 389.756953
iter  50 value 380.954919
iter  60 value 378.004989
iter  70 value 371.574130
iter  80 value 368.540444
iter  90 value 367.843345
iter 100 value 367.711860
final  value 367.711860 
stopped after 100 iterations
# weights:  150 (98 variable)
initial  value 549.306144 
iter  10 value 439.689171
iter  20 value 423.874040
iter  30 value 400.395078
iter  40 value 392.363820
iter  50 value 378.553267
iter  60 value 374.645177
iter  70 value 368.013910
iter  80 value 362.463661
iter  90 value 360.919555
iter 100 value 360.690800
final  value 360.690800 
stopped after 100 iterations
# weights:  150 (98 variable)
initial  value 549.306144 
iter  10 value 440.311999
iter  20 value 424.578502
iter  30 value 400.240204
iter  40 value 391.297971
iter  50 value 375.876676
iter  60 value 373.081601
iter  70 value 365.854660
iter  80 value 361.938712
iter  90 value 360.184985
iter 100 value 360.028720
final  value 360.028720 
stopped after 100 iterations
# weights:  150 (98 variable)
initial  value 549.306144 
iter  10 value 437.087413
iter  20 value 421.874227
iter  30 value 399.604712
iter  40 value 391.248701
iter  50 value 376.794360
iter  60 value 372.657443
iter  70 value 366.790726
iter  80 value 363.095905
iter  90 value 361.451751
iter 100 value 361.203223
final  value 361.203223 
stopped after 100 iterations
# weights:  150 (98 variable)
initial  value 549.306144 
iter  10 value 439.201133
iter  20 value 423.788923
iter  30 value 401.569688
iter  40 value 392.982679
iter  50 value 378.938048
iter  60 value 373.028828
iter  70 value 367.627310
iter  80 value 363.860273
iter  90 value 362.284905
iter 100 value 362.096129
final  value 362.096129 
stopped after 100 iterations
# weights:  150 (98 variable)
initial  value 549.306144 
iter  10 value 440.902292
iter  20 value 424.842326
iter  30 value 401.014401
iter  40 value 392.023835
iter  50 value 377.429301
iter  60 value 373.896704
iter  70 value 364.822494
iter  80 value 362.103009
iter  90 value 360.677660
iter 100 value 360.468127
final  value 360.468127 
stopped after 100 iterations
# weights:  150 (98 variable)
initial  value 549.306144 
iter  10 value 433.889348
iter  20 value 418.741632
iter  30 value 397.973512
iter  40 value 390.861086
iter  50 value 376.715044
iter  60 value 371.214567
iter  70 value 366.052725
iter  80 value 362.361878
iter  90 value 361.186180
iter 100 value 361.023958
final  value 361.023958 
stopped after 100 iterations
# weights:  150 (98 variable)
initial  value 549.306144 
iter  10 value 441.610246
iter  20 value 423.710533
iter  30 value 400.053516
iter  40 value 389.844598
iter  50 value 376.037352
iter  60 value 372.230316
iter  70 value 363.490613
iter  80 value 361.435311
iter  90 value 360.744074
iter 100 value 360.610611
final  value 360.610611 
stopped after 100 iterations
# weights:  150 (98 variable)
initial  value 549.306144 
iter  10 value 439.818249
iter  20 value 424.158897
iter  30 value 400.773037
iter  40 value 391.796364
iter  50 value 376.036244
iter  60 value 372.707820
iter  70 value 365.723984
iter  80 value 361.767569
iter  90 value 360.243635
iter 100 value 360.100305
final  value 360.100305 
stopped after 100 iterations
# weights:  150 (98 variable)
initial  value 549.306144 
iter  10 value 439.825181
iter  20 value 423.904847
iter  30 value 399.917300
iter  40 value 390.810701
iter  50 value 375.496650
iter  60 value 372.412216
iter  70 value 366.108483
iter  80 value 362.084102
iter  90 value 360.022671
iter 100 value 359.873177
final  value 359.873177 
stopped after 100 iterations
# weights:  150 (98 variable)
initial  value 549.306144 
iter  10 value 439.415655
iter  20 value 423.737015
iter  30 value 400.046021
iter  40 value 391.463369
iter  50 value 376.070018
iter  60 value 371.477391
iter  70 value 365.402266
iter  80 value 362.294436
iter  90 value 360.866686
iter 100 value 360.739182
final  value 360.739182 
stopped after 100 iterations
# weights:  150 (98 variable)
initial  value 549.306144 
iter  10 value 439.545953
iter  20 value 423.401116
iter  30 value 399.821145
iter  40 value 391.028303
iter  50 value 375.560459
iter  60 value 370.847777
iter  70 value 365.581542
iter  80 value 361.839782
iter  90 value 360.216361
iter 100 value 360.002064
final  value 360.002064 
stopped after 100 iterations
# weights:  150 (98 variable)
initial  value 549.306144 
iter  10 value 441.097354
iter  20 value 424.987754
iter  30 value 402.139441
iter  40 value 393.040602
iter  50 value 380.337156
iter  60 value 371.459258
iter  70 value 367.223437
iter  80 value 363.567594
iter  90 value 362.448597
iter 100 value 362.168697
final  value 362.168697 
stopped after 100 iterations
# weights:  150 (98 variable)
initial  value 549.306144 
iter  10 value 440.944539
iter  20 value 425.014646
iter  30 value 400.754056
iter  40 value 391.539827
iter  50 value 375.739049
iter  60 value 372.105968
iter  70 value 364.715430
iter  80 value 361.900524
iter  90 value 360.656005
iter 100 value 360.480593
final  value 360.480593 
stopped after 100 iterations
# weights:  150 (98 variable)
initial  value 549.306144 
iter  10 value 431.983042
iter  20 value 418.084295
iter  30 value 398.272943
iter  40 value 391.201487
iter  50 value 377.910683
iter  60 value 372.763186
iter  70 value 364.426003
iter  80 value 363.029044
iter  90 value 361.508237
iter 100 value 361.290831
final  value 361.290831 
stopped after 100 iterations
# weights:  150 (98 variable)
initial  value 549.306144 
iter  10 value 440.787977
iter  20 value 424.209036
iter  30 value 400.605850
iter  40 value 391.773865
iter  50 value 376.035092
iter  60 value 371.721402
iter  70 value 365.163591
iter  80 value 362.128229
iter  90 value 360.239711
iter 100 value 360.088650
final  value 360.088650 
stopped after 100 iterations
# weights:  150 (98 variable)
initial  value 549.306144 
iter  10 value 439.976641
iter  20 value 424.211639
iter  30 value 400.278572
iter  40 value 391.664134
iter  50 value 376.022993
iter  60 value 371.813125
iter  70 value 365.479470
iter  80 value 361.757840
iter  90 value 360.279736
iter 100 value 360.131296
final  value 360.131296 
stopped after 100 iterations
# weights:  150 (98 variable)
initial  value 549.306144 
iter  10 value 442.210299
iter  20 value 428.014856
iter  30 value 405.923349
iter  40 value 398.318864
iter  50 value 385.662616
iter  60 value 382.718980
iter  70 value 376.576740
iter  80 value 373.493109
iter  90 value 372.107560
iter 100 value 371.953375
final  value 371.953375 
stopped after 100 iterations
# weights:  150 (98 variable)
initial  value 549.306144 
iter  10 value 452.028981
iter  20 value 437.831598
iter  30 value 416.751666
iter  40 value 409.568087
iter  50 value 397.312538
iter  60 value 392.864675
iter  70 value 387.591775
iter  80 value 385.178335
iter  90 value 384.087352
iter 100 value 383.810700
final  value 383.810700 
stopped after 100 iterations
# weights:  150 (98 variable)
initial  value 549.306144 
iter  10 value 441.019149
iter  20 value 426.309744
iter  30 value 405.618520
iter  40 value 398.146338
iter  50 value 384.716713
iter  60 value 382.055374
iter  70 value 376.986717
iter  80 value 374.096107
iter  90 value 373.124858
iter 100 value 372.989147
final  value 372.989147 
stopped after 100 iterations
# weights:  150 (98 variable)
initial  value 549.306144 
iter  10 value 442.423735
iter  20 value 427.644408
iter  30 value 406.767281
iter  40 value 399.191628
iter  50 value 388.912923
iter  60 value 384.509300
iter  70 value 377.488147
iter  80 value 374.543475
iter  90 value 373.096465
iter 100 value 372.959494
final  value 372.959494 
stopped after 100 iterations
# weights:  150 (98 variable)
initial  value 549.306144 
iter  10 value 443.637184
iter  20 value 430.103449
iter  30 value 409.858768
iter  40 value 403.602165
iter  50 value 391.033345
iter  60 value 387.996569
iter  70 value 383.723487
iter  80 value 381.393092
iter  90 value 380.105131
iter 100 value 379.939541
final  value 379.939541 
stopped after 100 iterations
# weights:  156 (102 variable)
initial  value 549.306144 
iter  10 value 435.333632
iter  20 value 420.321746
iter  30 value 397.889506
iter  40 value 390.062158
iter  50 value 375.647636
iter  60 value 373.102508
iter  70 value 365.313611
iter  80 value 361.553618
iter  90 value 360.019622
iter 100 value 359.761764
final  value 359.761764 
stopped after 100 iterations
# weights:  150 (98 variable)
initial  value 549.306144 
iter  10 value 443.402680
iter  20 value 426.343627
iter  30 value 401.777690
iter  40 value 392.119422
iter  50 value 376.398161
iter  60 value 372.322821
iter  70 value 365.358566
iter  80 value 361.532602
iter  90 value 359.956017
iter 100 value 359.793850
final  value 359.793850 
stopped after 100 iterations
# weights:  147 (96 variable)
initial  value 549.306144 
iter  10 value 447.071983
iter  20 value 428.940451
iter  30 value 403.370924
iter  40 value 393.233796
iter  50 value 376.979968
iter  60 value 373.257008
iter  70 value 366.523752
iter  80 value 362.722885
iter  90 value 361.256401
iter 100 value 361.110998
final  value 361.110998 
stopped after 100 iterations
# weights:  147 (96 variable)
initial  value 549.306144 
iter  10 value 444.864585
iter  20 value 427.128901
iter  30 value 402.209106
iter  40 value 392.494630
iter  50 value 376.906239
iter  60 value 373.433546
iter  70 value 366.998028
iter  80 value 362.691163
iter  90 value 361.640495
iter 100 value 361.266514
final  value 361.266514 
stopped after 100 iterations
# weights:  147 (96 variable)
initial  value 549.306144 
iter  10 value 445.921879
iter  20 value 428.096441
iter  30 value 402.353270
iter  40 value 392.370649
iter  50 value 378.618065
iter  60 value 373.839413
iter  70 value 365.510645
iter  80 value 361.940704
iter  90 value 360.542123
iter 100 value 360.181207
final  value 360.181207 
stopped after 100 iterations
# weights:  147 (96 variable)
initial  value 549.306144 
iter  10 value 442.420519
iter  20 value 425.479714
iter  30 value 401.855700
iter  40 value 391.695091
iter  50 value 376.032763
iter  60 value 372.035178
iter  70 value 364.995302
iter  80 value 361.834559
iter  90 value 360.388153
iter 100 value 360.213937
final  value 360.213937 
stopped after 100 iterations
# weights:  147 (96 variable)
initial  value 549.306144 
iter  10 value 444.460402
iter  20 value 426.879689
iter  30 value 402.630358
iter  40 value 392.656615
iter  50 value 377.252175
iter  60 value 373.253799
iter  70 value 365.702254
iter  80 value 361.528124
iter  90 value 360.527323
iter 100 value 360.337264
final  value 360.337264 
stopped after 100 iterations
# weights:  147 (96 variable)
initial  value 549.306144 
iter  10 value 448.363419
iter  20 value 429.339234
iter  30 value 404.379842
iter  40 value 394.028419
iter  50 value 376.597529
iter  60 value 372.648714
iter  70 value 365.728735
iter  80 value 362.009028
iter  90 value 360.183342
iter 100 value 359.977830
final  value 359.977830 
stopped after 100 iterations
# weights:  147 (96 variable)
initial  value 549.306144 
iter  10 value 441.915743
iter  20 value 425.107513
iter  30 value 401.908633
iter  40 value 392.397548
iter  50 value 378.107293
iter  60 value 374.747596
iter  70 value 367.621143
iter  80 value 363.584968
iter  90 value 362.562781
iter 100 value 362.448653
final  value 362.448653 
stopped after 100 iterations
# weights:  147 (96 variable)
initial  value 549.306144 
iter  10 value 447.371424
iter  20 value 428.700061
iter  30 value 403.181918
iter  40 value 392.868453
iter  50 value 379.492994
iter  60 value 373.630262
iter  70 value 366.100855
iter  80 value 361.916167
iter  90 value 360.521729
iter 100 value 360.272310
final  value 360.272310 
stopped after 100 iterations
# weights:  147 (96 variable)
initial  value 549.306144 
iter  10 value 443.584224
iter  20 value 427.222457
iter  30 value 403.598395
iter  40 value 394.033124
iter  50 value 380.883058
iter  60 value 375.408569
iter  70 value 369.250402
iter  80 value 363.989824
iter  90 value 363.450392
iter 100 value 363.183737
final  value 363.183737 
stopped after 100 iterations
# weights:  147 (96 variable)
initial  value 549.306144 
iter  10 value 446.596107
iter  20 value 428.151866
iter  30 value 402.327933
iter  40 value 392.403161
iter  50 value 376.512161
iter  60 value 371.746994
iter  70 value 365.529014
iter  80 value 361.003874
iter  90 value 360.204056
iter 100 value 360.063362
final  value 360.063362 
stopped after 100 iterations
# weights:  147 (96 variable)
initial  value 549.306144 
iter  10 value 441.793312
iter  20 value 425.016765
iter  30 value 400.122434
iter  40 value 390.778500
iter  50 value 376.403033
iter  60 value 371.440753
iter  70 value 365.371562
iter  80 value 362.111316
iter  90 value 360.709279
iter 100 value 360.614717
final  value 360.614717 
stopped after 100 iterations
# weights:  147 (96 variable)
initial  value 549.306144 
iter  10 value 442.564448
iter  20 value 426.118006
iter  30 value 401.704250
iter  40 value 392.080766
iter  50 value 378.224955
iter  60 value 373.282101
iter  70 value 366.801791
iter  80 value 362.988760
iter  90 value 361.689862
iter 100 value 361.516359
final  value 361.516359 
stopped after 100 iterations
# weights:  147 (96 variable)
initial  value 549.306144 
iter  10 value 444.191186
iter  20 value 426.411158
iter  30 value 401.711532
iter  40 value 392.170783
iter  50 value 378.078108
iter  60 value 373.471386
iter  70 value 365.578051
iter  80 value 361.650761
iter  90 value 360.528378
iter 100 value 360.375409
final  value 360.375409 
stopped after 100 iterations
# weights:  147 (96 variable)
initial  value 549.306144 
iter  10 value 443.557673
iter  20 value 426.426970
iter  30 value 402.017587
iter  40 value 391.886102
iter  50 value 375.957334
iter  60 value 371.866673
iter  70 value 365.015514
iter  80 value 361.645265
iter  90 value 360.424556
iter 100 value 359.942319
final  value 359.942319 
stopped after 100 iterations
# weights:  147 (96 variable)
initial  value 549.306144 
iter  10 value 446.673335
iter  20 value 429.167559
iter  30 value 403.379054
iter  40 value 393.596653
iter  50 value 378.396512
iter  60 value 374.359571
iter  70 value 367.126468
iter  80 value 363.039458
iter  90 value 361.840389
iter 100 value 361.721393
final  value 361.721393 
stopped after 100 iterations
# weights:  147 (96 variable)
initial  value 549.306144 
iter  10 value 443.514089
iter  20 value 426.498049
iter  30 value 402.438121
iter  40 value 392.567055
iter  50 value 376.827848
iter  60 value 373.310015
iter  70 value 366.485358
iter  80 value 362.988263
iter  90 value 361.774777
iter 100 value 361.629044
final  value 361.629044 
stopped after 100 iterations
# weights:  147 (96 variable)
initial  value 549.306144 
iter  10 value 440.678502
iter  20 value 424.739179
iter  30 value 401.822967
iter  40 value 392.898147
iter  50 value 377.881451
iter  60 value 374.312638
iter  70 value 368.302669
iter  80 value 364.214226
iter  90 value 363.033866
iter 100 value 362.907079
final  value 362.907079 
stopped after 100 iterations
# weights:  147 (96 variable)
initial  value 549.306144 
iter  10 value 444.190175
iter  20 value 426.620685
iter  30 value 401.803237
iter  40 value 392.358887
iter  50 value 376.653862
iter  60 value 371.820620
iter  70 value 365.639220
iter  80 value 362.587627
iter  90 value 360.699309
iter 100 value 360.239019
final  value 360.239019 
stopped after 100 iterations
# weights:  147 (96 variable)
initial  value 549.306144 
iter  10 value 443.260233
iter  20 value 426.366307
iter  30 value 402.511987
iter  40 value 391.889284
iter  50 value 379.151494
iter  60 value 375.075145
iter  70 value 366.706097
iter  80 value 362.590529
iter  90 value 360.914959
iter 100 value 360.635725
final  value 360.635725 
stopped after 100 iterations
# weights:  147 (96 variable)
initial  value 549.306144 
iter  10 value 436.092498
iter  20 value 421.481696
iter  30 value 400.410375
iter  40 value 392.023354
iter  50 value 378.396420
iter  60 value 373.639712
iter  70 value 366.511049
iter  80 value 362.951632
iter  90 value 361.637775
iter 100 value 361.461295
final  value 361.461295 
stopped after 100 iterations
# weights:  147 (96 variable)
initial  value 549.306144 
iter  10 value 444.716097
iter  20 value 427.250294
iter  30 value 403.770770
iter  40 value 393.606645
iter  50 value 380.818211
iter  60 value 375.338754
iter  70 value 367.952849
iter  80 value 363.988037
iter  90 value 362.376285
iter 100 value 362.068394
final  value 362.068394 
stopped after 100 iterations
# weights:  147 (96 variable)
initial  value 549.306144 
iter  10 value 444.132349
iter  20 value 427.061635
iter  30 value 402.766618
iter  40 value 393.386462
iter  50 value 377.175982
iter  60 value 372.396930
iter  70 value 366.274067
iter  80 value 362.738422
iter  90 value 361.025219
iter 100 value 360.796505
final  value 360.796505 
stopped after 100 iterations
# weights:  147 (96 variable)
initial  value 549.306144 
iter  10 value 443.627533
iter  20 value 426.779309
iter  30 value 402.844362
iter  40 value 392.972597
iter  50 value 377.724508
iter  60 value 373.418548
iter  70 value 366.360033
iter  80 value 361.848886
iter  90 value 360.473489
iter 100 value 360.277328
final  value 360.277328 
stopped after 100 iterations
# weights:  147 (96 variable)
initial  value 549.306144 
iter  10 value 442.020432
iter  20 value 425.704283
iter  30 value 401.933180
iter  40 value 392.494764
iter  50 value 380.957480
iter  60 value 374.966017
iter  70 value 367.737160
iter  80 value 363.257575
iter  90 value 361.840952
iter 100 value 361.485670
final  value 361.485670 
stopped after 100 iterations
# weights:  147 (96 variable)
initial  value 549.306144 
iter  10 value 444.089685
iter  20 value 427.758093
iter  30 value 403.649658
iter  40 value 391.582455
iter  50 value 380.096563
iter  60 value 376.466417
iter  70 value 370.057192
iter  80 value 366.033946
iter  90 value 365.223588
iter 100 value 365.020192
final  value 365.020192 
stopped after 100 iterations
# weights:  147 (96 variable)
initial  value 549.306144 
iter  10 value 444.877820
iter  20 value 427.086097
iter  30 value 402.197048
iter  40 value 391.455913
iter  50 value 376.606946
iter  60 value 372.709366
iter  70 value 366.508987
iter  80 value 362.317965
iter  90 value 361.095888
iter 100 value 360.761123
final  value 360.761123 
stopped after 100 iterations
# weights:  147 (96 variable)
initial  value 549.306144 
iter  10 value 444.486900
iter  20 value 432.485554
iter  30 value 401.103065
iter  40 value 391.874274
iter  50 value 382.447314
iter  60 value 379.462491
iter  70 value 370.971309
iter  80 value 368.762235
iter  90 value 368.005610
iter 100 value 367.932709
final  value 367.932709 
stopped after 100 iterations
# weights:  147 (96 variable)
initial  value 549.306144 
iter  10 value 443.061734
iter  20 value 426.077207
iter  30 value 402.088018
iter  40 value 392.829105
iter  50 value 379.886293
iter  60 value 374.339716
iter  70 value 367.028715
iter  80 value 361.657055
iter  90 value 360.887053
iter 100 value 360.724272
final  value 360.724272 
stopped after 100 iterations
# weights:  147 (96 variable)
initial  value 549.306144 
iter  10 value 443.740785
iter  20 value 426.845925
iter  30 value 402.071839
iter  40 value 392.095299
iter  50 value 376.451022
iter  60 value 372.788305
iter  70 value 366.229389
iter  80 value 361.954054
iter  90 value 360.348484
iter 100 value 360.099485
final  value 360.099485 
stopped after 100 iterations
# weights:  147 (96 variable)
initial  value 549.306144 
iter  10 value 440.583721
iter  20 value 424.277018
iter  30 value 401.258856
iter  40 value 391.979645
iter  50 value 378.765735
iter  60 value 372.601822
iter  70 value 366.199339
iter  80 value 362.853070
iter  90 value 361.454418
iter 100 value 361.220985
final  value 361.220985 
stopped after 100 iterations
# weights:  147 (96 variable)
initial  value 549.306144 
iter  10 value 442.660720
iter  20 value 426.138039
iter  30 value 403.208007
iter  40 value 393.644329
iter  50 value 378.029855
iter  60 value 373.489544
iter  70 value 367.398724
iter  80 value 363.489488
iter  90 value 362.254037
iter 100 value 362.122484
final  value 362.122484 
stopped after 100 iterations
# weights:  147 (96 variable)
initial  value 549.306144 
iter  10 value 444.279150
iter  20 value 427.291663
iter  30 value 402.750228
iter  40 value 392.872433
iter  50 value 376.620229
iter  60 value 372.781902
iter  70 value 365.898007
iter  80 value 362.954589
iter  90 value 360.838710
iter 100 value 360.493936
final  value 360.493936 
stopped after 100 iterations
# weights:  147 (96 variable)
initial  value 549.306144 
iter  10 value 437.689602
iter  20 value 421.097552
iter  30 value 399.740095
iter  40 value 391.639091
iter  50 value 377.569064
iter  60 value 372.424148
iter  70 value 366.222881
iter  80 value 361.896420
iter  90 value 361.362632
iter 100 value 361.110025
final  value 361.110025 
stopped after 100 iterations
# weights:  147 (96 variable)
initial  value 549.306144 
iter  10 value 445.185855
iter  20 value 425.357353
iter  30 value 402.348462
iter  40 value 390.270014
iter  50 value 376.461070
iter  60 value 368.867698
iter  70 value 363.427588
iter  80 value 361.436828
iter  90 value 360.729016
iter 100 value 360.687070
final  value 360.687070 
stopped after 100 iterations
# weights:  147 (96 variable)
initial  value 549.306144 
iter  10 value 443.333951
iter  20 value 426.451891
iter  30 value 402.120100
iter  40 value 392.430792
iter  50 value 376.323766
iter  60 value 372.646146
iter  70 value 365.929155
iter  80 value 361.809453
iter  90 value 360.357455
iter 100 value 360.139985
final  value 360.139985 
stopped after 100 iterations
# weights:  147 (96 variable)
initial  value 549.306144 
iter  10 value 443.378186
iter  20 value 426.364062
iter  30 value 401.555244
iter  40 value 391.645707
iter  50 value 376.290287
iter  60 value 371.891312
iter  70 value 365.413618
iter  80 value 361.484171
iter  90 value 360.070844
iter 100 value 359.916285
final  value 359.916285 
stopped after 100 iterations
# weights:  147 (96 variable)
initial  value 549.306144 
iter  10 value 443.130320
iter  20 value 426.417920
iter  30 value 402.657584
iter  40 value 393.067132
iter  50 value 379.313682
iter  60 value 373.237281
iter  70 value 366.340812
iter  80 value 361.829432
iter  90 value 360.955946
iter 100 value 360.772493
final  value 360.772493 
stopped after 100 iterations
# weights:  147 (96 variable)
initial  value 549.306144 
iter  10 value 442.658095
iter  20 value 425.585171
iter  30 value 401.883856
iter  40 value 392.066156
iter  50 value 378.130474
iter  60 value 372.556233
iter  70 value 365.220025
iter  80 value 361.549784
iter  90 value 360.177117
iter 100 value 360.034351
final  value 360.034351 
stopped after 100 iterations
# weights:  147 (96 variable)
initial  value 549.306144 
iter  10 value 444.524451
iter  20 value 427.311430
iter  30 value 403.640843
iter  40 value 393.648814
iter  50 value 378.043106
iter  60 value 373.961060
iter  70 value 368.081890
iter  80 value 362.949946
iter  90 value 362.335757
iter 100 value 362.172583
final  value 362.172583 
stopped after 100 iterations
# weights:  147 (96 variable)
initial  value 549.306144 
iter  10 value 444.306743
iter  20 value 427.315509
iter  30 value 402.660555
iter  40 value 392.678440
iter  50 value 376.857827
iter  60 value 370.526033
iter  70 value 365.246417
iter  80 value 362.127809
iter  90 value 360.759961
iter 100 value 360.550219
final  value 360.550219 
stopped after 100 iterations
# weights:  147 (96 variable)
initial  value 549.306144 
iter  10 value 436.958927
iter  20 value 421.457129
iter  30 value 401.120302
iter  40 value 392.402570
iter  50 value 376.299992
iter  60 value 371.089503
iter  70 value 365.975912
iter  80 value 362.420340
iter  90 value 361.460247
iter 100 value 361.345934
final  value 361.345934 
stopped after 100 iterations
# weights:  147 (96 variable)
initial  value 549.306144 
iter  10 value 443.564608
iter  20 value 425.915360
iter  30 value 402.522636
iter  40 value 392.649630
iter  50 value 376.450935
iter  60 value 372.584614
iter  70 value 365.270749
iter  80 value 361.865057
iter  90 value 360.286827
iter 100 value 360.132303
final  value 360.132303 
stopped after 100 iterations
# weights:  147 (96 variable)
initial  value 549.306144 
iter  10 value 443.488561
iter  20 value 426.827341
iter  30 value 402.352635
iter  40 value 392.710138
iter  50 value 376.670322
iter  60 value 372.194406
iter  70 value 365.824762
iter  80 value 361.834087
iter  90 value 360.338567
iter 100 value 360.176997
final  value 360.176997 
stopped after 100 iterations
# weights:  147 (96 variable)
initial  value 549.306144 
iter  10 value 446.200480
iter  20 value 430.929515
iter  30 value 408.727850
iter  40 value 399.726809
iter  50 value 386.758645
iter  60 value 383.326823
iter  70 value 376.614937
iter  80 value 373.462476
iter  90 value 372.292041
iter 100 value 372.164972
final  value 372.164972 
stopped after 100 iterations
# weights:  147 (96 variable)
initial  value 549.306144 
iter  10 value 455.244332
iter  20 value 440.016290
iter  30 value 418.394244
iter  40 value 410.434914
iter  50 value 396.773060
iter  60 value 393.465446
iter  70 value 387.917178
iter  80 value 385.009559
iter  90 value 384.211292
iter 100 value 384.106751
final  value 384.106751 
stopped after 100 iterations
# weights:  147 (96 variable)
initial  value 549.306144 
iter  10 value 445.588807
iter  20 value 429.573688
iter  30 value 408.232579
iter  40 value 399.738399
iter  50 value 385.517081
iter  60 value 383.069898
iter  70 value 377.104797
iter  80 value 374.154485
iter  90 value 373.458144
iter 100 value 373.121669
final  value 373.121669 
stopped after 100 iterations
# weights:  147 (96 variable)
initial  value 549.306144 
iter  10 value 446.813446
iter  20 value 430.797902
iter  30 value 408.562574
iter  40 value 400.470597
iter  50 value 386.537989
iter  60 value 382.849661
iter  70 value 377.293363
iter  80 value 374.334273
iter  90 value 373.165694
iter 100 value 373.035516
final  value 373.035516 
stopped after 100 iterations
# weights:  147 (96 variable)
initial  value 549.306144 
iter  10 value 448.057815
iter  20 value 433.340581
iter  30 value 412.595712
iter  40 value 404.368296
iter  50 value 391.442112
iter  60 value 388.469720
iter  70 value 383.620250
iter  80 value 381.339063
iter  90 value 380.195662
iter 100 value 380.081645
final  value 380.081645 
stopped after 100 iterations
# weights:  153 (100 variable)
initial  value 549.306144 
iter  10 value 438.951346
iter  20 value 422.996848
iter  30 value 399.546063
iter  40 value 390.677747
iter  50 value 375.686250
iter  60 value 372.740383
iter  70 value 365.552124
iter  80 value 362.010603
iter  90 value 359.990393
iter 100 value 359.780479
final  value 359.780479 
stopped after 100 iterations
# weights:  153 (100 variable)
initial  value 549.306144 
iter  10 value 440.062021
iter  20 value 424.125392
iter  30 value 400.065183
iter  40 value 391.131863
iter  50 value 377.154993
iter  60 value 373.375832
iter  70 value 366.447860
iter  80 value 362.236993
iter  90 value 360.116901
iter 100 value 359.757851
final  value 359.757851 
stopped after 100 iterations
# weights:  147 (96 variable)
initial  value 549.306144 
iter  10 value 443.378186
iter  20 value 426.364062
iter  30 value 401.555244
iter  40 value 391.645707
iter  50 value 376.290287
iter  60 value 371.891312
iter  70 value 365.413618
iter  80 value 361.484171
iter  90 value 360.070844
iter 100 value 359.916285
final  value 359.916285 
stopped after 100 iterations
# weights:  144 (94 variable)
initial  value 549.306144 
iter  10 value 447.150275
iter  20 value 429.071878
iter  30 value 403.014727
iter  40 value 392.663841
iter  50 value 376.898939
iter  60 value 373.650404
iter  70 value 366.273372
iter  80 value 362.401746
iter  90 value 361.414200
iter 100 value 361.234107
final  value 361.234107 
stopped after 100 iterations
# weights:  144 (94 variable)
initial  value 549.306144 
iter  10 value 444.739563
iter  20 value 427.003688
iter  30 value 401.999096
iter  40 value 391.881634
iter  50 value 376.825397
iter  60 value 372.080455
iter  70 value 366.169652
iter  80 value 362.078794
iter  90 value 361.415028
iter 100 value 361.322407
final  value 361.322407 
stopped after 100 iterations
# weights:  144 (94 variable)
initial  value 549.306144 
iter  10 value 445.939942
iter  20 value 428.063216
iter  30 value 401.938026
iter  40 value 391.661901
iter  50 value 376.446571
iter  60 value 371.555947
iter  70 value 365.249194
iter  80 value 360.731972
iter  90 value 360.356415
iter 100 value 360.272689
final  value 360.272689 
stopped after 100 iterations
# weights:  144 (94 variable)
initial  value 549.306144 
iter  10 value 442.428060
iter  20 value 425.423341
iter  30 value 401.882151
iter  40 value 390.911059
iter  50 value 376.503064
iter  60 value 371.806817
iter  70 value 365.708735
iter  80 value 361.379008
iter  90 value 360.512103
iter 100 value 360.334567
final  value 360.334567 
stopped after 100 iterations
# weights:  144 (94 variable)
initial  value 549.306144 
iter  10 value 444.597832
iter  20 value 426.832563
iter  30 value 402.594033
iter  40 value 392.256767
iter  50 value 379.936741
iter  60 value 373.440205
iter  70 value 365.953796
iter  80 value 361.207569
iter  90 value 360.529626
iter 100 value 360.417268
final  value 360.417268 
stopped after 100 iterations
# weights:  144 (94 variable)
initial  value 549.306144 
iter  10 value 448.138587
iter  20 value 429.041811
iter  30 value 403.937530
iter  40 value 393.403925
iter  50 value 377.066888
iter  60 value 371.559008
iter  70 value 365.302229
iter  80 value 361.019187
iter  90 value 360.259177
iter 100 value 360.106644
final  value 360.106644 
stopped after 100 iterations
# weights:  144 (94 variable)
initial  value 549.306144 
iter  10 value 441.918581
iter  20 value 424.980029
iter  30 value 401.370155
iter  40 value 391.649485
iter  50 value 378.685430
iter  60 value 373.516188
iter  70 value 367.177444
iter  80 value 363.436902
iter  90 value 362.733039
iter 100 value 362.624702
final  value 362.624702 
stopped after 100 iterations
# weights:  144 (94 variable)
initial  value 549.306144 
iter  10 value 447.527004
iter  20 value 428.618687
iter  30 value 402.848663
iter  40 value 393.019996
iter  50 value 379.349200
iter  60 value 372.182144
iter  70 value 365.857115
iter  80 value 361.343847
iter  90 value 360.537901
iter 100 value 360.398596
final  value 360.398596 
stopped after 100 iterations
# weights:  144 (94 variable)
initial  value 549.306144 
iter  10 value 443.648882
iter  20 value 427.197529
iter  30 value 403.394788
iter  40 value 393.190010
iter  50 value 378.996633
iter  60 value 372.627360
iter  70 value 368.005579
iter  80 value 363.961392
iter  90 value 363.341754
iter 100 value 363.283642
final  value 363.283642 
stopped after 100 iterations
# weights:  144 (94 variable)
initial  value 549.306144 
iter  10 value 446.451734
iter  20 value 427.987412
iter  30 value 402.435758
iter  40 value 391.873512
iter  50 value 377.032229
iter  60 value 371.185542
iter  70 value 365.918513
iter  80 value 361.230409
iter  90 value 360.343586
iter 100 value 360.220578
final  value 360.220578 
stopped after 100 iterations
# weights:  144 (94 variable)
initial  value 549.306144 
iter  10 value 441.768748
iter  20 value 425.015983
iter  30 value 400.297282
iter  40 value 390.667149
iter  50 value 376.538456
iter  60 value 372.576008
iter  70 value 365.790912
iter  80 value 361.700489
iter  90 value 360.924302
iter 100 value 360.828263
final  value 360.828263 
stopped after 100 iterations
# weights:  144 (94 variable)
initial  value 549.306144 
iter  10 value 442.506636
iter  20 value 426.106188
iter  30 value 402.464753
iter  40 value 393.557283
iter  50 value 379.753737
iter  60 value 372.751380
iter  70 value 366.940209
iter  80 value 363.052408
iter  90 value 361.742610
iter 100 value 361.637047
final  value 361.637047 
stopped after 100 iterations
# weights:  144 (94 variable)
initial  value 549.306144 
iter  10 value 444.320468
iter  20 value 426.405867
iter  30 value 401.275038
iter  40 value 391.099758
iter  50 value 376.751458
iter  60 value 372.260438
iter  70 value 365.390960
iter  80 value 361.439059
iter  90 value 360.709392
iter 100 value 360.535763
final  value 360.535763 
stopped after 100 iterations
# weights:  144 (94 variable)
initial  value 549.306144 
iter  10 value 443.490953
iter  20 value 426.378059
iter  30 value 401.792745
iter  40 value 391.287171
iter  50 value 376.866249
iter  60 value 370.919857
iter  70 value 365.236826
iter  80 value 360.737673
iter  90 value 360.181018
iter 100 value 360.042194
final  value 360.042194 
stopped after 100 iterations
# weights:  144 (94 variable)
initial  value 549.306144 
iter  10 value 446.758368
iter  20 value 429.172300
iter  30 value 403.824003
iter  40 value 393.626513
iter  50 value 378.951136
iter  60 value 374.096406
iter  70 value 367.384643
iter  80 value 363.103993
iter  90 value 361.966734
iter 100 value 361.907895
final  value 361.907895 
stopped after 100 iterations
# weights:  144 (94 variable)
initial  value 549.306144 
iter  10 value 443.567592
iter  20 value 426.453020
iter  30 value 402.241565
iter  40 value 392.188633
iter  50 value 376.779150
iter  60 value 372.728195
iter  70 value 366.468730
iter  80 value 362.362206
iter  90 value 361.915181
iter 100 value 361.740163
final  value 361.740163 
stopped after 100 iterations
# weights:  144 (94 variable)
initial  value 549.306144 
iter  10 value 440.767285
iter  20 value 424.829324
iter  30 value 401.903106
iter  40 value 392.550499
iter  50 value 378.224923
iter  60 value 373.295373
iter  70 value 367.742539
iter  80 value 363.723410
iter  90 value 363.125887
iter 100 value 363.012191
final  value 363.012191 
stopped after 100 iterations
# weights:  144 (94 variable)
initial  value 549.306144 
iter  10 value 444.031800
iter  20 value 426.351994
iter  30 value 401.265259
iter  40 value 391.591228
iter  50 value 378.638136
iter  60 value 372.526568
iter  70 value 366.065835
iter  80 value 361.412549
iter  90 value 360.550831
iter 100 value 360.336924
final  value 360.336924 
stopped after 100 iterations
# weights:  144 (94 variable)
initial  value 549.306144 
iter  10 value 443.035322
iter  20 value 426.033102
iter  30 value 402.235022
iter  40 value 391.190280
iter  50 value 376.756942
iter  60 value 372.220840
iter  70 value 366.400885
iter  80 value 361.762010
iter  90 value 360.914525
iter 100 value 360.828383
final  value 360.828383 
stopped after 100 iterations
# weights:  144 (94 variable)
initial  value 549.306144 
iter  10 value 434.729252
iter  20 value 420.486996
iter  30 value 399.698001
iter  40 value 391.204891
iter  50 value 377.590721
iter  60 value 372.392571
iter  70 value 366.607413
iter  80 value 363.059618
iter  90 value 361.698277
iter 100 value 361.590246
final  value 361.590246 
stopped after 100 iterations
# weights:  144 (94 variable)
initial  value 549.306144 
iter  10 value 444.808636
iter  20 value 427.301966
iter  30 value 403.666585
iter  40 value 393.155388
iter  50 value 381.230440
iter  60 value 375.258208
iter  70 value 368.150891
iter  80 value 363.085347
iter  90 value 362.250184
iter 100 value 362.133277
final  value 362.133277 
stopped after 100 iterations
# weights:  144 (94 variable)
initial  value 549.306144 
iter  10 value 444.104863
iter  20 value 427.050984
iter  30 value 402.284163
iter  40 value 392.890895
iter  50 value 377.337312
iter  60 value 374.153832
iter  70 value 366.924264
iter  80 value 361.865381
iter  90 value 361.131253
iter 100 value 360.910523
final  value 360.910523 
stopped after 100 iterations
# weights:  144 (94 variable)
initial  value 549.306144 
iter  10 value 443.579602
iter  20 value 426.481407
iter  30 value 402.279310
iter  40 value 392.987908
iter  50 value 381.610406
iter  60 value 375.941185
iter  70 value 367.561439
iter  80 value 361.354756
iter  90 value 360.566655
iter 100 value 360.351857
final  value 360.351857 
stopped after 100 iterations
# weights:  144 (94 variable)
initial  value 549.306144 
iter  10 value 441.930591
iter  20 value 425.439957
iter  30 value 401.447876
iter  40 value 392.519834
iter  50 value 377.401720
iter  60 value 373.668039
iter  70 value 367.393519
iter  80 value 362.439088
iter  90 value 361.771332
iter 100 value 361.591033
final  value 361.591033 
stopped after 100 iterations
# weights:  144 (94 variable)
initial  value 549.306144 
iter  10 value 444.054376
iter  20 value 427.699774
iter  30 value 403.087098
iter  40 value 389.671904
iter  50 value 380.883498
iter  60 value 376.850366
iter  70 value 369.566054
iter  80 value 365.831199
iter  90 value 365.217885
iter 100 value 365.151390
final  value 365.151390 
stopped after 100 iterations
# weights:  144 (94 variable)
initial  value 549.306144 
iter  10 value 444.931561
iter  20 value 427.180161
iter  30 value 402.413466
iter  40 value 391.560051
iter  50 value 376.824712
iter  60 value 371.741903
iter  70 value 366.844102
iter  80 value 361.709083
iter  90 value 361.118985
iter 100 value 361.053841
final  value 361.053841 
stopped after 100 iterations
# weights:  144 (94 variable)
initial  value 549.306144 
iter  10 value 444.449635
iter  20 value 432.454095
iter  30 value 400.826786
iter  40 value 391.898264
iter  50 value 382.841874
iter  60 value 378.778891
iter  70 value 371.101789
iter  80 value 369.081467
iter  90 value 368.164790
iter 100 value 368.133605
final  value 368.133605 
stopped after 100 iterations
# weights:  144 (94 variable)
initial  value 549.306144 
iter  10 value 443.013245
iter  20 value 426.140147
iter  30 value 402.282337
iter  40 value 392.247937
iter  50 value 378.922118
iter  60 value 373.723515
iter  70 value 366.152167
iter  80 value 361.477686
iter  90 value 360.923219
iter 100 value 360.838021
final  value 360.838021 
stopped after 100 iterations
# weights:  144 (94 variable)
initial  value 549.306144 
iter  10 value 443.744587
iter  20 value 426.707673
iter  30 value 401.871313
iter  40 value 391.922524
iter  50 value 376.688025
iter  60 value 373.112169
iter  70 value 366.835846
iter  80 value 361.626311
iter  90 value 360.512774
iter 100 value 360.316393
final  value 360.316393 
stopped after 100 iterations
# weights:  144 (94 variable)
initial  value 549.306144 
iter  10 value 441.194811
iter  20 value 424.818671
iter  30 value 401.540681
iter  40 value 391.688763
iter  50 value 377.227913
iter  60 value 372.161927
iter  70 value 366.866250
iter  80 value 362.093056
iter  90 value 361.455473
iter 100 value 361.397033
final  value 361.397033 
stopped after 100 iterations
# weights:  144 (94 variable)
initial  value 549.306144 
iter  10 value 442.771753
iter  20 value 426.323782
iter  30 value 403.492647
iter  40 value 393.510666
iter  50 value 379.435772
iter  60 value 372.635250
iter  70 value 367.145727
iter  80 value 363.259437
iter  90 value 362.446661
iter 100 value 362.247901
final  value 362.247901 
stopped after 100 iterations
# weights:  144 (94 variable)
initial  value 549.306144 
iter  10 value 444.229178
iter  20 value 427.210777
iter  30 value 402.737295
iter  40 value 392.589316
iter  50 value 377.014152
iter  60 value 371.905193
iter  70 value 366.204716
iter  80 value 362.049614
iter  90 value 360.767066
iter 100 value 360.652793
final  value 360.652793 
stopped after 100 iterations
# weights:  144 (94 variable)
initial  value 549.306144 
iter  10 value 437.573491
iter  20 value 421.097272
iter  30 value 399.817332
iter  40 value 391.145846
iter  50 value 377.927077
iter  60 value 372.052871
iter  70 value 366.530585
iter  80 value 361.795182
iter  90 value 361.337325
iter 100 value 361.197989
final  value 361.197989 
stopped after 100 iterations
# weights:  144 (94 variable)
initial  value 549.306144 
iter  10 value 445.196802
iter  20 value 425.276001
iter  30 value 402.068805
iter  40 value 390.547208
iter  50 value 376.472628
iter  60 value 369.402899
iter  70 value 363.866823
iter  80 value 361.568670
iter  90 value 360.873279
iter 100 value 360.791349
final  value 360.791349 
stopped after 100 iterations
# weights:  144 (94 variable)
initial  value 549.306144 
iter  10 value 443.303109
iter  20 value 426.474398
iter  30 value 402.162012
iter  40 value 391.981980
iter  50 value 376.473469
iter  60 value 371.497089
iter  70 value 365.712844
iter  80 value 361.173515
iter  90 value 360.467229
iter 100 value 360.272359
final  value 360.272359 
stopped after 100 iterations
# weights:  144 (94 variable)
initial  value 549.306144 
iter  10 value 443.001811
iter  20 value 426.223705
iter  30 value 402.034379
iter  40 value 392.412298
iter  50 value 377.755385
iter  60 value 372.408280
iter  70 value 366.288687
iter  80 value 362.356611
iter  90 value 361.084385
iter 100 value 360.880480
final  value 360.880480 
stopped after 100 iterations
# weights:  144 (94 variable)
initial  value 549.306144 
iter  10 value 442.686006
iter  20 value 425.458034
iter  30 value 401.003303
iter  40 value 391.019372
iter  50 value 376.689305
iter  60 value 372.574873
iter  70 value 366.153920
iter  80 value 360.945155
iter  90 value 360.269902
iter 100 value 360.148793
final  value 360.148793 
stopped after 100 iterations
# weights:  144 (94 variable)
initial  value 549.306144 
iter  10 value 444.600751
iter  20 value 427.407069
iter  30 value 404.577816
iter  40 value 393.929100
iter  50 value 378.185242
iter  60 value 372.630192
iter  70 value 367.501053
iter  80 value 363.268371
iter  90 value 362.600190
iter 100 value 362.523579
final  value 362.523579 
stopped after 100 iterations
# weights:  144 (94 variable)
initial  value 549.306144 
iter  10 value 444.174350
iter  20 value 427.033261
iter  30 value 402.128157
iter  40 value 393.386393
iter  50 value 378.278949
iter  60 value 371.922957
iter  70 value 366.218006
iter  80 value 361.617408
iter  90 value 360.819518
iter 100 value 360.689972
final  value 360.689972 
stopped after 100 iterations
# weights:  144 (94 variable)
initial  value 549.306144 
iter  10 value 436.159186
iter  20 value 420.952675
iter  30 value 400.650747
iter  40 value 391.546696
iter  50 value 376.785278
iter  60 value 370.995792
iter  70 value 366.285631
iter  80 value 362.281597
iter  90 value 361.565425
iter 100 value 361.473929
final  value 361.473929 
stopped after 100 iterations
# weights:  144 (94 variable)
initial  value 549.306144 
iter  10 value 443.473246
iter  20 value 425.731392
iter  30 value 402.008780
iter  40 value 391.755997
iter  50 value 376.580899
iter  60 value 371.455111
iter  70 value 366.361583
iter  80 value 361.193672
iter  90 value 360.384307
iter 100 value 360.265271
final  value 360.265271 
stopped after 100 iterations
# weights:  144 (94 variable)
initial  value 549.306144 
iter  10 value 443.454859
iter  20 value 426.654889
iter  30 value 401.984846
iter  40 value 392.321097
iter  50 value 376.607145
iter  60 value 372.520512
iter  70 value 366.692147
iter  80 value 361.247135
iter  90 value 360.469997
iter 100 value 360.307003
final  value 360.307003 
stopped after 100 iterations
# weights:  144 (94 variable)
initial  value 549.306144 
iter  10 value 446.116252
iter  20 value 430.736266
iter  30 value 407.925433
iter  40 value 398.715379
iter  50 value 386.466193
iter  60 value 382.188250
iter  70 value 376.744797
iter  80 value 372.846542
iter  90 value 372.340200
iter 100 value 372.305756
final  value 372.305756 
stopped after 100 iterations
# weights:  144 (94 variable)
initial  value 549.306144 
iter  10 value 455.237227
iter  20 value 439.768251
iter  30 value 418.303937
iter  40 value 410.168524
iter  50 value 398.206757
iter  60 value 393.650113
iter  70 value 388.066501
iter  80 value 384.776964
iter  90 value 384.306954
iter 100 value 384.230514
final  value 384.230514 
stopped after 100 iterations
# weights:  144 (94 variable)
initial  value 549.306144 
iter  10 value 445.315147
iter  20 value 429.413094
iter  30 value 407.829056
iter  40 value 399.182862
iter  50 value 387.380942
iter  60 value 384.232450
iter  70 value 378.300627
iter  80 value 374.321015
iter  90 value 373.320168
iter 100 value 373.200812
final  value 373.200812 
stopped after 100 iterations
# weights:  144 (94 variable)
initial  value 549.306144 
iter  10 value 446.547877
iter  20 value 430.647935
iter  30 value 408.520377
iter  40 value 400.662824
iter  50 value 386.651442
iter  60 value 382.546742
iter  70 value 377.166740
iter  80 value 374.167447
iter  90 value 373.334449
iter 100 value 373.209373
final  value 373.209373 
stopped after 100 iterations
# weights:  144 (94 variable)
initial  value 549.306144 
iter  10 value 447.859617
iter  20 value 433.088141
iter  30 value 411.894930
iter  40 value 404.243079
iter  50 value 392.139034
iter  60 value 388.645039
iter  70 value 383.827831
iter  80 value 381.145131
iter  90 value 380.444309
iter 100 value 380.320275
final  value 380.320275 
stopped after 100 iterations
# weights:  150 (98 variable)
initial  value 549.306144 
iter  10 value 438.879341
iter  20 value 422.927756
iter  30 value 399.454459
iter  40 value 390.331302
iter  50 value 375.657263
iter  60 value 372.550147
iter  70 value 365.384216
iter  80 value 361.711129
iter  90 value 360.035631
iter 100 value 359.898105
final  value 359.898105 
stopped after 100 iterations
# weights:  150 (98 variable)
initial  value 549.306144 
iter  10 value 439.825181
iter  20 value 423.904847
iter  30 value 399.917300
iter  40 value 390.810701
iter  50 value 375.496650
iter  60 value 372.412216
iter  70 value 366.108483
iter  80 value 362.084102
iter  90 value 360.022671
iter 100 value 359.873177
final  value 359.873177 
stopped after 100 iterations
# weights:  150 (98 variable)
initial  value 549.306144 
iter  10 value 443.402680
iter  20 value 426.343627
iter  30 value 401.777690
iter  40 value 392.119422
iter  50 value 376.398161
iter  60 value 372.322821
iter  70 value 365.358566
iter  80 value 361.532602
iter  90 value 359.956017
iter 100 value 359.793850
final  value 359.793850 
stopped after 100 iterations
# weights:  144 (94 variable)
initial  value 549.306144 
iter  10 value 443.490953
iter  20 value 426.378059
iter  30 value 401.792745
iter  40 value 391.287171
iter  50 value 376.866249
iter  60 value 370.919857
iter  70 value 365.236826
iter  80 value 360.737673
iter  90 value 360.181018
iter 100 value 360.042194
final  value 360.042194 
stopped after 100 iterations
# weights:  141 (92 variable)
initial  value 549.306144 
iter  10 value 447.375086
iter  20 value 428.947887
iter  30 value 403.280777
iter  40 value 392.310132
iter  50 value 378.724400
iter  60 value 373.300128
iter  70 value 366.390712
iter  80 value 362.168931
iter  90 value 361.439782
iter 100 value 361.394388
final  value 361.394388 
stopped after 100 iterations
# weights:  141 (92 variable)
initial  value 549.306144 
iter  10 value 445.477068
iter  20 value 427.451420
iter  30 value 402.101719
iter  40 value 391.410722
iter  50 value 377.067696
iter  60 value 372.813369
iter  70 value 366.353131
iter  80 value 361.947075
iter  90 value 361.530627
iter 100 value 361.491330
final  value 361.491330 
stopped after 100 iterations
# weights:  141 (92 variable)
initial  value 549.306144 
iter  10 value 446.259383
iter  20 value 428.129095
iter  30 value 402.613221
iter  40 value 391.230224
iter  50 value 377.023435
iter  60 value 371.495570
iter  70 value 365.121080
iter  80 value 360.879463
iter  90 value 360.420585
iter 100 value 360.394110
final  value 360.394110 
stopped after 100 iterations
# weights:  141 (92 variable)
initial  value 549.306144 
iter  10 value 442.852805
iter  20 value 425.691437
iter  30 value 401.568629
iter  40 value 390.526748
iter  50 value 376.427190
iter  60 value 371.161981
iter  70 value 365.362451
iter  80 value 360.994918
iter  90 value 360.528388
iter 100 value 360.474590
final  value 360.474590 
stopped after 100 iterations
# weights:  141 (92 variable)
initial  value 549.306144 
iter  10 value 445.066492
iter  20 value 427.006492
iter  30 value 402.796877
iter  40 value 392.003439
iter  50 value 377.170784
iter  60 value 372.330221
iter  70 value 365.339007
iter  80 value 361.370107
iter  90 value 360.607709
iter 100 value 360.559789
final  value 360.559789 
stopped after 100 iterations
# weights:  141 (92 variable)
initial  value 549.306144 
iter  10 value 448.498495
iter  20 value 429.075046
iter  30 value 405.080290
iter  40 value 393.572125
iter  50 value 377.427592
iter  60 value 372.537311
iter  70 value 365.495365
iter  80 value 361.387557
iter  90 value 360.436730
iter 100 value 360.234058
final  value 360.234058 
stopped after 100 iterations
# weights:  141 (92 variable)
initial  value 549.306144 
iter  10 value 442.329573
iter  20 value 425.139655
iter  30 value 401.366565
iter  40 value 391.190729
iter  50 value 380.076017
iter  60 value 373.935482
iter  70 value 367.375755
iter  80 value 363.652582
iter  90 value 363.036193
iter 100 value 362.850206
final  value 362.850206 
stopped after 100 iterations
# weights:  141 (92 variable)
initial  value 549.306144 
iter  10 value 448.228853
iter  20 value 429.011536
iter  30 value 403.370718
iter  40 value 392.426696
iter  50 value 377.262225
iter  60 value 371.282180
iter  70 value 365.557750
iter  80 value 361.346830
iter  90 value 360.558184
iter 100 value 360.498418
final  value 360.498418 
stopped after 100 iterations
# weights:  141 (92 variable)
initial  value 549.306144 
iter  10 value 444.300319
iter  20 value 427.531303
iter  30 value 403.476645
iter  40 value 392.566273
iter  50 value 378.927562
iter  60 value 373.370807
iter  70 value 367.907198
iter  80 value 364.043884
iter  90 value 363.521560
iter 100 value 363.457306
final  value 363.457306 
stopped after 100 iterations
# weights:  141 (92 variable)
initial  value 549.306144 
iter  10 value 446.640535
iter  20 value 427.926162
iter  30 value 402.406432
iter  40 value 391.169968
iter  50 value 376.885202
iter  60 value 371.650170
iter  70 value 365.284345
iter  80 value 360.999431
iter  90 value 360.369256
iter 100 value 360.336069
final  value 360.336069 
stopped after 100 iterations
# weights:  141 (92 variable)
initial  value 549.306144 
iter  10 value 442.167220
iter  20 value 425.266401
iter  30 value 400.811093
iter  40 value 390.018195
iter  50 value 379.890748
iter  60 value 372.612882
iter  70 value 366.289696
iter  80 value 361.749207
iter  90 value 361.016982
iter 100 value 360.981388
final  value 360.981388 
stopped after 100 iterations
# weights:  141 (92 variable)
initial  value 549.306144 
iter  10 value 442.884413
iter  20 value 426.299409
iter  30 value 402.288512
iter  40 value 390.892555
iter  50 value 377.323285
iter  60 value 372.250745
iter  70 value 366.376089
iter  80 value 362.397860
iter  90 value 361.865760
iter 100 value 361.770294
final  value 361.770294 
stopped after 100 iterations
# weights:  141 (92 variable)
initial  value 549.306144 
iter  10 value 444.599953
iter  20 value 426.435363
iter  30 value 401.613158
iter  40 value 390.887571
iter  50 value 376.869964
iter  60 value 371.365517
iter  70 value 365.379386
iter  80 value 361.063653
iter  90 value 360.714994
iter 100 value 360.675595
final  value 360.675595 
stopped after 100 iterations
# weights:  141 (92 variable)
initial  value 549.306144 
iter  10 value 447.074038
iter  20 value 429.266620
iter  30 value 403.575638
iter  40 value 393.079347
iter  50 value 378.762688
iter  60 value 373.045402
iter  70 value 366.910634
iter  80 value 362.900566
iter  90 value 361.977948
iter 100 value 361.947134
final  value 361.947134 
stopped after 100 iterations
# weights:  141 (92 variable)
initial  value 549.306144 
iter  10 value 443.762973
iter  20 value 426.487304
iter  30 value 402.620706
iter  40 value 391.934495
iter  50 value 377.838740
iter  60 value 372.567805
iter  70 value 366.446490
iter  80 value 362.407493
iter  90 value 362.008337
iter 100 value 361.975494
final  value 361.975494 
stopped after 100 iterations
# weights:  141 (92 variable)
initial  value 549.306144 
iter  10 value 441.218755
iter  20 value 425.145744
iter  30 value 402.352582
iter  40 value 391.989620
iter  50 value 378.438940
iter  60 value 374.069055
iter  70 value 368.127194
iter  80 value 363.559248
iter  90 value 363.101124
iter 100 value 363.068791
final  value 363.068791 
stopped after 100 iterations
# weights:  141 (92 variable)
initial  value 549.306144 
iter  10 value 444.244859
iter  20 value 426.404482
iter  30 value 401.407184
iter  40 value 390.947772
iter  50 value 377.375354
iter  60 value 371.940811
iter  70 value 365.823625
iter  80 value 361.226983
iter  90 value 360.530761
iter 100 value 360.466554
final  value 360.466554 
stopped after 100 iterations
# weights:  141 (92 variable)
initial  value 549.306144 
iter  10 value 443.091585
iter  20 value 425.860735
iter  30 value 401.718626
iter  40 value 390.419452
iter  50 value 376.942552
iter  60 value 372.803499
iter  70 value 366.183746
iter  80 value 361.476574
iter  90 value 360.974414
iter 100 value 360.926233
final  value 360.926233 
stopped after 100 iterations
# weights:  141 (92 variable)
initial  value 549.306144 
iter  10 value 435.334327
iter  20 value 420.652804
iter  30 value 399.515442
iter  40 value 390.413821
iter  50 value 377.326657
iter  60 value 371.874531
iter  70 value 366.309529
iter  80 value 362.448926
iter  90 value 361.816288
iter 100 value 361.706064
final  value 361.706064 
stopped after 100 iterations
# weights:  141 (92 variable)
initial  value 549.306144 
iter  10 value 444.833314
iter  20 value 427.335502
iter  30 value 404.334760
iter  40 value 391.868898
iter  50 value 379.172059
iter  60 value 375.166932
iter  70 value 367.315588
iter  80 value 363.050691
iter  90 value 362.333023
iter 100 value 362.246992
final  value 362.246992 
stopped after 100 iterations
# weights:  141 (92 variable)
initial  value 549.306144 
iter  10 value 444.048295
iter  20 value 426.887624
iter  30 value 402.407955
iter  40 value 392.248589
iter  50 value 377.371837
iter  60 value 372.904163
iter  70 value 366.599307
iter  80 value 362.111301
iter  90 value 361.112047
iter 100 value 361.035874
final  value 361.035874 
stopped after 100 iterations
# weights:  141 (92 variable)
initial  value 549.306144 
iter  10 value 443.784412
iter  20 value 426.572326
iter  30 value 402.120545
iter  40 value 391.684199
iter  50 value 377.306057
iter  60 value 370.978781
iter  70 value 365.408148
iter  80 value 361.119051
iter  90 value 360.519007
iter 100 value 360.483150
final  value 360.483150 
stopped after 100 iterations
# weights:  141 (92 variable)
initial  value 549.306144 
iter  10 value 442.363375
iter  20 value 425.595786
iter  30 value 401.551299
iter  40 value 390.810009
iter  50 value 376.864382
iter  60 value 372.118007
iter  70 value 366.620278
iter  80 value 362.273011
iter  90 value 361.750268
iter 100 value 361.702005
final  value 361.702005 
stopped after 100 iterations
# weights:  141 (92 variable)
initial  value 549.306144 
iter  10 value 444.177550
iter  20 value 427.622381
iter  30 value 403.280055
iter  40 value 387.012262
iter  50 value 380.035941
iter  60 value 374.932596
iter  70 value 368.066167
iter  80 value 365.864900
iter  90 value 365.351324
iter 100 value 365.321134
final  value 365.321134 
stopped after 100 iterations
# weights:  141 (92 variable)
initial  value 549.306144 
iter  10 value 445.244942
iter  20 value 427.010803
iter  30 value 402.757526
iter  40 value 391.329920
iter  50 value 378.454709
iter  60 value 372.147301
iter  70 value 366.567183
iter  80 value 361.772547
iter  90 value 361.216283
iter 100 value 361.165924
final  value 361.165924 
stopped after 100 iterations
# weights:  141 (92 variable)
initial  value 549.306144 
iter  10 value 444.561660
iter  20 value 432.557310
iter  30 value 401.143334
iter  40 value 392.806489
iter  50 value 382.758874
iter  60 value 378.009291
iter  70 value 371.404418
iter  80 value 369.126147
iter  90 value 368.357077
iter 100 value 368.273293
final  value 368.273293 
stopped after 100 iterations
# weights:  141 (92 variable)
initial  value 549.306144 
iter  10 value 443.319117
iter  20 value 426.356458
iter  30 value 402.529926
iter  40 value 391.556091
iter  50 value 378.155018
iter  60 value 374.219326
iter  70 value 366.852225
iter  80 value 361.851704
iter  90 value 361.033578
iter 100 value 360.950401
final  value 360.950401 
stopped after 100 iterations
# weights:  141 (92 variable)
initial  value 549.306144 
iter  10 value 443.909386
iter  20 value 426.697409
iter  30 value 402.090797
iter  40 value 391.461539
iter  50 value 376.854762
iter  60 value 371.280865
iter  70 value 365.599269
iter  80 value 361.083732
iter  90 value 360.514610
iter 100 value 360.446650
final  value 360.446650 
stopped after 100 iterations
# weights:  141 (92 variable)
initial  value 549.306144 
iter  10 value 441.378059
iter  20 value 424.711067
iter  30 value 401.494107
iter  40 value 391.545235
iter  50 value 377.829683
iter  60 value 373.499527
iter  70 value 367.232985
iter  80 value 362.482071
iter  90 value 361.638550
iter 100 value 361.578229
final  value 361.578229 
stopped after 100 iterations
# weights:  141 (92 variable)
initial  value 549.306144 
iter  10 value 442.973598
iter  20 value 426.390030
iter  30 value 403.000313
iter  40 value 393.128002
iter  50 value 379.127069
iter  60 value 372.587053
iter  70 value 367.414199
iter  80 value 363.059939
iter  90 value 362.500664
iter 100 value 362.445077
final  value 362.445077 
stopped after 100 iterations
# weights:  141 (92 variable)
initial  value 549.306144 
iter  10 value 444.517376
iter  20 value 427.063975
iter  30 value 402.702457
iter  40 value 391.933455
iter  50 value 377.104453
iter  60 value 371.228152
iter  70 value 366.102986
iter  80 value 361.548377
iter  90 value 360.829359
iter 100 value 360.775346
final  value 360.775346 
stopped after 100 iterations
# weights:  141 (92 variable)
initial  value 549.306144 
iter  10 value 437.402948
iter  20 value 420.948219
iter  30 value 399.606698
iter  40 value 390.934199
iter  50 value 378.545378
iter  60 value 372.845799
iter  70 value 366.527029
iter  80 value 362.001477
iter  90 value 361.455238
iter 100 value 361.385305
final  value 361.385305 
stopped after 100 iterations
# weights:  141 (92 variable)
initial  value 549.306144 
iter  10 value 445.350837
iter  20 value 425.052281
iter  30 value 402.391712
iter  40 value 390.298258
iter  50 value 376.893502
iter  60 value 368.394179
iter  70 value 363.847184
iter  80 value 361.200808
iter  90 value 361.001543
iter 100 value 360.956062
final  value 360.956062 
stopped after 100 iterations
# weights:  141 (92 variable)
initial  value 549.306144 
iter  10 value 443.386488
iter  20 value 426.559517
iter  30 value 402.304504
iter  40 value 392.698151
iter  50 value 377.239235
iter  60 value 372.451317
iter  70 value 365.951268
iter  80 value 361.179447
iter  90 value 360.524619
iter 100 value 360.430507
final  value 360.430507 
stopped after 100 iterations
# weights:  141 (92 variable)
initial  value 549.306144 
iter  10 value 442.878811
iter  20 value 425.900941
iter  30 value 401.799246
iter  40 value 393.133188
iter  50 value 379.048633
iter  60 value 373.040566
iter  70 value 366.284679
iter  80 value 362.023770
iter  90 value 361.226771
iter 100 value 361.068877
final  value 361.068877 
stopped after 100 iterations
# weights:  141 (92 variable)
initial  value 549.306144 
iter  10 value 442.980509
iter  20 value 425.532856
iter  30 value 401.414602
iter  40 value 390.985043
iter  50 value 378.177735
iter  60 value 371.633075
iter  70 value 365.220326
iter  80 value 360.962786
iter  90 value 360.338948
iter 100 value 360.268941
final  value 360.268941 
stopped after 100 iterations
# weights:  141 (92 variable)
initial  value 549.306144 
iter  10 value 444.725644
iter  20 value 427.351688
iter  30 value 403.891859
iter  40 value 393.166960
iter  50 value 380.498775
iter  60 value 373.794607
iter  70 value 365.984990
iter  80 value 363.716509
iter  90 value 362.814265
iter 100 value 362.713756
final  value 362.713756 
stopped after 100 iterations
# weights:  141 (92 variable)
initial  value 549.306144 
iter  10 value 444.338509
iter  20 value 427.020754
iter  30 value 402.265527
iter  40 value 391.931709
iter  50 value 377.362715
iter  60 value 371.287147
iter  70 value 366.065831
iter  80 value 361.454682
iter  90 value 360.955484
iter 100 value 360.866637
final  value 360.866637 
stopped after 100 iterations
# weights:  141 (92 variable)
initial  value 549.306144 
iter  10 value 436.894544
iter  20 value 421.439691
iter  30 value 400.488455
iter  40 value 391.791454
iter  50 value 378.128786
iter  60 value 372.100612
iter  70 value 366.776103
iter  80 value 362.360524
iter  90 value 361.676278
iter 100 value 361.591670
final  value 361.591670 
stopped after 100 iterations
# weights:  141 (92 variable)
initial  value 549.306144 
iter  10 value 443.693174
iter  20 value 425.663723
iter  30 value 401.990450
iter  40 value 392.631636
iter  50 value 379.662087
iter  60 value 372.319033
iter  70 value 365.677923
iter  80 value 361.286063
iter  90 value 360.443917
iter 100 value 360.391077
final  value 360.391077 
stopped after 100 iterations
# weights:  141 (92 variable)
initial  value 549.306144 
iter  10 value 443.635485
iter  20 value 426.506624
iter  30 value 402.014510
iter  40 value 391.558759
iter  50 value 377.159229
iter  60 value 372.781912
iter  70 value 366.384624
iter  80 value 361.360011
iter  90 value 360.467532
iter 100 value 360.414716
final  value 360.414716 
stopped after 100 iterations
# weights:  141 (92 variable)
initial  value 549.306144 
iter  10 value 446.280909
iter  20 value 430.823363
iter  30 value 408.700031
iter  40 value 398.470518
iter  50 value 386.711687
iter  60 value 383.213476
iter  70 value 376.819773
iter  80 value 372.815582
iter  90 value 372.381390
iter 100 value 372.333449
final  value 372.333449 
stopped after 100 iterations
# weights:  141 (92 variable)
initial  value 549.306144 
iter  10 value 455.613126
iter  20 value 439.906295
iter  30 value 418.091532
iter  40 value 409.770328
iter  50 value 396.731762
iter  60 value 392.213530
iter  70 value 387.380373
iter  80 value 384.863201
iter  90 value 384.284974
iter 100 value 384.251671
final  value 384.251671 
stopped after 100 iterations
# weights:  141 (92 variable)
initial  value 549.306144 
iter  10 value 445.753766
iter  20 value 429.657335
iter  30 value 408.095205
iter  40 value 398.742411
iter  50 value 385.781727
iter  60 value 381.363158
iter  70 value 376.641348
iter  80 value 373.833730
iter  90 value 373.424872
iter 100 value 373.388295
final  value 373.388295 
stopped after 100 iterations
# weights:  141 (92 variable)
initial  value 549.306144 
iter  10 value 446.833193
iter  20 value 430.978728
iter  30 value 408.569602
iter  40 value 399.660986
iter  50 value 385.957870
iter  60 value 382.209928
iter  70 value 377.049483
iter  80 value 373.768951
iter  90 value 373.288441
iter 100 value 373.239035
final  value 373.239035 
stopped after 100 iterations
# weights:  141 (92 variable)
initial  value 549.306144 
iter  10 value 448.069519
iter  20 value 433.198335
iter  30 value 412.633128
iter  40 value 403.684812
iter  50 value 392.039721
iter  60 value 388.905339
iter  70 value 383.937914
iter  80 value 381.284245
iter  90 value 380.724121
iter 100 value 380.664969
final  value 380.664969 
stopped after 100 iterations
# weights:  147 (96 variable)
initial  value 549.306144 
iter  10 value 438.747189
iter  20 value 422.840766
iter  30 value 399.711161
iter  40 value 390.284586
iter  50 value 375.992798
iter  60 value 371.649784
iter  70 value 366.122161
iter  80 value 360.968147
iter  90 value 360.152155
iter 100 value 360.026203
final  value 360.026203 
stopped after 100 iterations
# weights:  147 (96 variable)
initial  value 549.306144 
iter  10 value 443.378186
iter  20 value 426.364062
iter  30 value 401.555244
iter  40 value 391.645707
iter  50 value 376.290287
iter  60 value 371.891312
iter  70 value 365.413618
iter  80 value 361.484171
iter  90 value 360.070844
iter 100 value 359.916285
final  value 359.916285 
stopped after 100 iterations
# weights:  147 (96 variable)
initial  value 549.306144 
iter  10 value 439.865036
iter  20 value 423.875074
iter  30 value 399.941126
iter  40 value 390.893506
iter  50 value 376.494849
iter  60 value 370.530649
iter  70 value 365.335646
iter  80 value 361.472123
iter  90 value 360.125224
iter 100 value 360.002595
final  value 360.002595 
stopped after 100 iterations
# weights:  147 (96 variable)
initial  value 549.306144 
iter  10 value 443.557673
iter  20 value 426.426970
iter  30 value 402.017587
iter  40 value 391.886102
iter  50 value 375.957334
iter  60 value 371.866673
iter  70 value 365.015514
iter  80 value 361.645265
iter  90 value 360.424556
iter 100 value 359.942319
final  value 359.942319 
stopped after 100 iterations
# weights:  141 (92 variable)
initial  value 549.306144 
iter  10 value 448.498495
iter  20 value 429.075046
iter  30 value 405.080290
iter  40 value 393.572125
iter  50 value 377.427592
iter  60 value 372.537311
iter  70 value 365.495365
iter  80 value 361.387557
iter  90 value 360.436730
iter 100 value 360.234058
final  value 360.234058 
stopped after 100 iterations
# weights:  138 (90 variable)
initial  value 549.306144 
iter  10 value 452.122704
iter  20 value 431.040996
iter  30 value 405.413508
iter  40 value 393.477765
iter  50 value 380.440750
iter  60 value 373.233913
iter  70 value 365.986102
iter  80 value 362.691585
iter  90 value 361.690511
iter 100 value 361.641631
final  value 361.641631 
stopped after 100 iterations
# weights:  138 (90 variable)
initial  value 549.306144 
iter  10 value 450.187376
iter  20 value 429.691889
iter  30 value 404.313891
iter  40 value 393.094713
iter  50 value 380.655312
iter  60 value 373.032852
iter  70 value 365.768629
iter  80 value 362.422632
iter  90 value 361.716783
iter 100 value 361.671785
final  value 361.671785 
stopped after 100 iterations
# weights:  138 (90 variable)
initial  value 549.306144 
iter  10 value 451.652897
iter  20 value 430.732927
iter  30 value 405.176988
iter  40 value 392.885138
iter  50 value 377.481886
iter  60 value 372.024426
iter  70 value 364.833033
iter  80 value 361.280318
iter  90 value 360.633528
iter 100 value 360.602611
final  value 360.602611 
stopped after 100 iterations
# weights:  138 (90 variable)
initial  value 549.306144 
iter  10 value 448.515375
iter  20 value 428.649285
iter  30 value 403.834348
iter  40 value 392.082034
iter  50 value 378.958775
iter  60 value 372.217452
iter  70 value 364.631866
iter  80 value 361.435490
iter  90 value 360.704274
iter 100 value 360.651381
final  value 360.651381 
stopped after 100 iterations
# weights:  138 (90 variable)
initial  value 549.306144 
iter  10 value 449.896099
iter  20 value 429.500254
iter  30 value 405.059635
iter  40 value 393.468303
iter  50 value 382.196207
iter  60 value 373.952144
iter  70 value 364.639631
iter  80 value 361.727685
iter  90 value 360.845068
iter 100 value 360.797905
final  value 360.797905 
stopped after 100 iterations
# weights:  138 (90 variable)
initial  value 549.306144 
iter  10 value 447.419250
iter  20 value 427.810555
iter  30 value 403.697542
iter  40 value 392.693290
iter  50 value 378.510456
iter  60 value 372.882745
iter  70 value 366.950511
iter  80 value 364.042256
iter  90 value 363.107548
final  value 363.083450 
converged
# weights:  138 (90 variable)
initial  value 549.306144 
iter  10 value 452.893152
iter  20 value 431.338692
iter  30 value 405.829551
iter  40 value 392.968156
iter  50 value 377.172502
iter  60 value 371.307275
iter  70 value 364.394964
iter  80 value 361.449037
iter  90 value 360.721161
final  value 360.686440 
converged
# weights:  138 (90 variable)
initial  value 549.306144 
iter  10 value 450.764445
iter  20 value 431.186988
iter  30 value 406.616775
iter  40 value 394.342414
iter  50 value 379.925230
iter  60 value 374.148236
iter  70 value 366.803202
iter  80 value 364.098850
iter  90 value 363.610132
final  value 363.585264 
converged
# weights:  138 (90 variable)
initial  value 549.306144 
iter  10 value 451.375610
iter  20 value 430.198626
iter  30 value 404.638254
iter  40 value 392.632976
iter  50 value 379.207375
iter  60 value 370.670131
iter  70 value 364.320510
iter  80 value 361.214718
iter  90 value 360.582282
iter 100 value 360.518558
final  value 360.518558 
stopped after 100 iterations
# weights:  138 (90 variable)
initial  value 549.306144 
iter  10 value 447.597530
iter  20 value 428.217147
iter  30 value 403.126924
iter  40 value 391.748362
iter  50 value 377.192937
iter  60 value 371.780993
iter  70 value 365.050438
iter  80 value 361.935296
iter  90 value 361.267556
iter 100 value 361.225847
final  value 361.225847 
stopped after 100 iterations
# weights:  138 (90 variable)
initial  value 549.306144 
iter  10 value 448.434595
iter  20 value 429.338496
iter  30 value 404.709186
iter  40 value 392.495915
iter  50 value 377.750272
iter  60 value 372.609784
iter  70 value 365.681449
iter  80 value 363.313985
iter  90 value 362.023928
iter 100 value 361.967545
final  value 361.967545 
stopped after 100 iterations
# weights:  138 (90 variable)
initial  value 549.306144 
iter  10 value 449.770250
iter  20 value 429.084312
iter  30 value 404.053296
iter  40 value 392.522910
iter  50 value 380.163894
iter  60 value 373.254689
iter  70 value 365.013758
iter  80 value 361.651886
iter  90 value 360.904683
final  value 360.862812 
converged
# weights:  138 (90 variable)
initial  value 549.306144 
iter  10 value 452.385918
iter  20 value 431.925635
iter  30 value 406.050768
iter  40 value 395.870758
iter  50 value 380.569794
iter  60 value 373.944346
iter  70 value 365.839393
iter  80 value 362.743247
iter  90 value 362.154398
final  value 362.131655 
converged
# weights:  138 (90 variable)
initial  value 549.306144 
iter  10 value 448.986038
iter  20 value 429.093671
iter  30 value 405.077737
iter  40 value 393.425330
iter  50 value 378.524255
iter  60 value 372.341228
iter  70 value 366.732680
iter  80 value 362.714723
iter  90 value 362.261627
iter 100 value 362.209289
final  value 362.209289 
stopped after 100 iterations
# weights:  138 (90 variable)
initial  value 549.306144 
iter  10 value 447.078730
iter  20 value 428.655975
iter  30 value 404.547694
iter  40 value 393.810439
iter  50 value 379.155039
iter  60 value 372.987840
iter  70 value 367.799005
iter  80 value 364.701720
iter  90 value 363.427524
iter 100 value 363.340934
final  value 363.340934 
stopped after 100 iterations
# weights:  138 (90 variable)
initial  value 549.306144 
iter  10 value 449.446654
iter  20 value 429.224940
iter  30 value 404.074801
iter  40 value 392.594920
iter  50 value 377.497161
iter  60 value 371.439198
iter  70 value 366.039769
iter  80 value 361.491406
iter  90 value 360.690640
final  value 360.646419 
converged
# weights:  138 (90 variable)
initial  value 549.306144 
iter  10 value 448.102076
iter  20 value 428.535653
iter  30 value 404.184021
iter  40 value 392.009883
iter  50 value 378.229523
iter  60 value 372.309189
iter  70 value 365.464944
iter  80 value 361.798170
iter  90 value 361.173580
iter 100 value 361.141703
final  value 361.141703 
stopped after 100 iterations
# weights:  138 (90 variable)
initial  value 549.306144 
iter  10 value 439.680319
iter  20 value 423.085152
iter  30 value 401.747139
iter  40 value 392.218736
iter  50 value 378.193733
iter  60 value 372.723540
iter  70 value 365.469943
iter  80 value 362.406003
iter  90 value 361.962614
iter 100 value 361.882321
final  value 361.882321 
stopped after 100 iterations
# weights:  138 (90 variable)
initial  value 549.306144 
iter  10 value 449.877410
iter  20 value 429.957923
iter  30 value 406.133141
iter  40 value 394.251846
iter  50 value 379.182349
iter  60 value 373.009271
iter  70 value 367.190464
iter  80 value 363.326931
iter  90 value 362.442556
final  value 362.404292 
converged
# weights:  138 (90 variable)
initial  value 549.306144 
iter  10 value 448.905831
iter  20 value 429.531263
iter  30 value 404.667710
iter  40 value 393.882737
iter  50 value 378.116329
iter  60 value 372.353159
iter  70 value 365.899282
iter  80 value 361.890350
iter  90 value 361.236125
iter 100 value 361.198916
final  value 361.198916 
stopped after 100 iterations
# weights:  138 (90 variable)
initial  value 549.306144 
iter  10 value 448.631488
iter  20 value 429.197997
iter  30 value 404.365146
iter  40 value 393.176529
iter  50 value 377.450485
iter  60 value 371.081218
iter  70 value 365.697268
iter  80 value 361.493885
iter  90 value 360.735348
final  value 360.704622 
converged
# weights:  138 (90 variable)
initial  value 549.306144 
iter  10 value 446.905220
iter  20 value 427.963803
iter  30 value 403.533515
iter  40 value 392.354919
iter  50 value 377.931376
iter  60 value 372.247754
iter  70 value 366.589905
iter  80 value 362.740047
iter  90 value 361.924889
final  value 361.894722 
converged
# weights:  138 (90 variable)
initial  value 549.306144 
iter  10 value 449.153051
iter  20 value 430.161526
iter  30 value 405.750992
iter  40 value 388.288090
iter  50 value 381.823507
iter  60 value 375.701672
iter  70 value 367.734964
iter  80 value 366.059834
iter  90 value 365.632731
final  value 365.597502 
converged
# weights:  138 (90 variable)
initial  value 549.306144 
iter  10 value 450.005281
iter  20 value 429.079112
iter  30 value 405.400447
iter  40 value 392.040534
iter  50 value 377.967339
iter  60 value 371.650839
iter  70 value 365.988631
iter  80 value 362.147120
iter  90 value 361.436870
iter 100 value 361.394471
final  value 361.394471 
stopped after 100 iterations
# weights:  138 (90 variable)
initial  value 549.306144 
iter  10 value 449.692437
iter  20 value 436.086901
iter  30 value 403.133808
iter  40 value 395.127794
iter  50 value 383.781907
iter  60 value 378.738381
iter  70 value 371.886019
iter  80 value 369.380115
iter  90 value 368.853614
iter 100 value 368.781707
final  value 368.781707 
stopped after 100 iterations
# weights:  138 (90 variable)
initial  value 549.306144 
iter  10 value 448.296139
iter  20 value 428.901163
iter  30 value 404.024839
iter  40 value 392.570962
iter  50 value 380.671637
iter  60 value 373.655837
iter  70 value 365.782848
iter  80 value 361.973982
iter  90 value 361.202258
iter 100 value 361.120302
final  value 361.120302 
stopped after 100 iterations
# weights:  138 (90 variable)
initial  value 549.306144 
iter  10 value 448.802113
iter  20 value 429.195304
iter  30 value 404.101066
iter  40 value 393.011092
iter  50 value 377.122671
iter  60 value 371.737360
iter  70 value 365.202952
iter  80 value 361.298874
iter  90 value 360.687209
iter 100 value 360.646802
final  value 360.646802 
stopped after 100 iterations
# weights:  138 (90 variable)
initial  value 549.306144 
iter  10 value 447.151343
iter  20 value 428.005478
iter  30 value 404.105421
iter  40 value 393.422315
iter  50 value 378.492026
iter  60 value 372.108970
iter  70 value 365.992585
iter  80 value 362.235014
iter  90 value 361.862549
iter 100 value 361.746257
final  value 361.746257 
stopped after 100 iterations
# weights:  138 (90 variable)
initial  value 549.306144 
iter  10 value 447.855445
iter  20 value 429.033243
iter  30 value 405.088268
iter  40 value 394.398191
iter  50 value 381.437243
iter  60 value 372.941971
iter  70 value 367.336334
iter  80 value 363.528060
iter  90 value 362.761514
iter 100 value 362.720358
final  value 362.720358 
stopped after 100 iterations
# weights:  138 (90 variable)
initial  value 549.306144 
iter  10 value 449.429503
iter  20 value 429.784104
iter  30 value 405.136595
iter  40 value 393.169236
iter  50 value 377.678976
iter  60 value 371.422898
iter  70 value 366.036342
iter  80 value 361.458347
iter  90 value 361.008086
final  value 360.985019 
converged
# weights:  138 (90 variable)
initial  value 549.306144 
iter  10 value 443.084600
iter  20 value 424.098714
iter  30 value 401.989465
iter  40 value 391.733103
iter  50 value 378.087792
iter  60 value 371.568782
iter  70 value 365.080689
iter  80 value 361.939734
iter  90 value 361.606690
iter 100 value 361.562463
final  value 361.562463 
stopped after 100 iterations
# weights:  138 (90 variable)
initial  value 549.306144 
iter  10 value 450.375437
iter  20 value 427.670677
iter  30 value 404.699652
iter  40 value 391.346938
iter  50 value 377.335807
iter  60 value 368.618638
iter  70 value 363.888159
iter  80 value 361.543380
iter  90 value 361.174453
iter 100 value 361.145338
final  value 361.145338 
stopped after 100 iterations
# weights:  138 (90 variable)
initial  value 549.306144 
iter  10 value 448.569445
iter  20 value 429.318174
iter  30 value 404.873527
iter  40 value 393.394114
iter  50 value 377.874766
iter  60 value 372.475688
iter  70 value 365.772464
iter  80 value 361.602476
iter  90 value 360.783108
iter 100 value 360.702541
final  value 360.702541 
stopped after 100 iterations
# weights:  138 (90 variable)
initial  value 549.306144 
iter  10 value 447.687703
iter  20 value 428.581285
iter  30 value 403.533551
iter  40 value 394.074154
iter  50 value 381.545638
iter  60 value 373.600433
iter  70 value 366.030064
iter  80 value 362.546633
iter  90 value 361.388895
iter 100 value 361.309963
final  value 361.309963 
stopped after 100 iterations
# weights:  138 (90 variable)
initial  value 549.306144 
iter  10 value 447.880244
iter  20 value 428.283976
iter  30 value 403.705410
iter  40 value 392.329409
iter  50 value 378.653633
iter  60 value 373.027769
iter  70 value 364.626006
iter  80 value 361.133436
iter  90 value 360.545234
iter 100 value 360.464730
final  value 360.464730 
stopped after 100 iterations
# weights:  138 (90 variable)
initial  value 549.306144 
iter  10 value 449.621358
iter  20 value 429.753596
iter  30 value 406.090069
iter  40 value 394.232043
iter  50 value 378.886974
iter  60 value 373.347197
iter  70 value 365.463341
iter  80 value 363.654177
iter  90 value 362.921668
iter 100 value 362.859977
final  value 362.859977 
stopped after 100 iterations
# weights:  138 (90 variable)
initial  value 549.306144 
iter  10 value 449.144059
iter  20 value 429.370143
iter  30 value 404.163159
iter  40 value 393.295127
iter  50 value 377.720690
iter  60 value 371.133909
iter  70 value 365.870041
iter  80 value 362.353146
iter  90 value 361.174867
iter 100 value 361.078972
final  value 361.078972 
stopped after 100 iterations
# weights:  138 (90 variable)
initial  value 549.306144 
iter  10 value 441.195528
iter  20 value 423.792098
iter  30 value 402.507558
iter  40 value 392.712804
iter  50 value 377.839665
iter  60 value 371.258616
iter  70 value 366.023802
iter  80 value 362.450032
iter  90 value 361.892437
final  value 361.862479 
converged
# weights:  138 (90 variable)
initial  value 549.306144 
iter  10 value 449.000047
iter  20 value 428.498932
iter  30 value 404.616601
iter  40 value 393.524407
iter  50 value 377.928632
iter  60 value 371.381361
iter  70 value 365.275088
iter  80 value 361.369413
iter  90 value 360.635392
final  value 360.597782 
converged
# weights:  138 (90 variable)
initial  value 549.306144 
iter  10 value 448.255982
iter  20 value 428.834833
iter  30 value 404.682738
iter  40 value 393.709561
iter  50 value 380.807263
iter  60 value 372.351487
iter  70 value 364.967560
iter  80 value 361.517977
iter  90 value 360.641813
iter 100 value 360.568476
final  value 360.568476 
stopped after 100 iterations
# weights:  138 (90 variable)
initial  value 549.306144 
iter  10 value 452.018771
iter  20 value 434.283311
iter  30 value 410.671263
iter  40 value 400.299824
iter  50 value 386.596270
iter  60 value 382.802760
iter  70 value 376.880003
iter  80 value 373.175237
iter  90 value 372.755830
final  value 372.713173 
converged
# weights:  138 (90 variable)
initial  value 549.306144 
iter  10 value 460.318048
iter  20 value 442.263766
iter  30 value 420.424671
iter  40 value 410.630364
iter  50 value 397.573559
iter  60 value 392.916585
iter  70 value 386.649985
iter  80 value 385.114642
iter  90 value 384.626842
final  value 384.599384 
converged
# weights:  138 (90 variable)
initial  value 549.306144 
iter  10 value 450.702158
iter  20 value 432.468307
iter  30 value 410.112052
iter  40 value 399.868381
iter  50 value 385.938721
iter  60 value 382.641685
iter  70 value 377.396528
iter  80 value 374.125225
iter  90 value 373.750968
iter 100 value 373.623451
final  value 373.623451 
stopped after 100 iterations
# weights:  138 (90 variable)
initial  value 549.306144 
iter  10 value 451.982846
iter  20 value 433.943500
iter  30 value 410.527674
iter  40 value 401.048817
iter  50 value 386.515601
iter  60 value 382.735291
iter  70 value 377.401392
iter  80 value 373.823352
iter  90 value 373.463761
final  value 373.438663 
converged
# weights:  138 (90 variable)
initial  value 549.306144 
iter  10 value 453.856018
iter  20 value 436.494861
iter  30 value 415.037216
iter  40 value 405.248465
iter  50 value 392.510984
iter  60 value 388.313962
iter  70 value 383.724931
iter  80 value 381.671198
iter  90 value 381.159952
final  value 381.130048 
converged
# weights:  144 (94 variable)
initial  value 549.306144 
iter  10 value 443.490953
iter  20 value 426.378059
iter  30 value 401.792745
iter  40 value 391.287171
iter  50 value 376.866249
iter  60 value 370.919857
iter  70 value 365.236826
iter  80 value 360.737673
iter  90 value 360.181018
iter 100 value 360.042194
final  value 360.042194 
stopped after 100 iterations
# weights:  144 (94 variable)
initial  value 549.306144 
iter  10 value 443.953881
iter  20 value 426.021585
iter  30 value 402.015420
iter  40 value 391.943154
iter  50 value 376.817117
iter  60 value 372.484117
iter  70 value 365.494981
iter  80 value 361.194062
iter  90 value 360.341704
iter 100 value 360.228923
final  value 360.228923 
stopped after 100 iterations
# weights:  144 (94 variable)
initial  value 549.306144 
iter  10 value 448.138587
iter  20 value 429.041811
iter  30 value 403.937530
iter  40 value 393.403925
iter  50 value 377.066888
iter  60 value 371.559008
iter  70 value 365.302229
iter  80 value 361.019187
iter  90 value 360.259177
iter 100 value 360.106644
final  value 360.106644 
stopped after 100 iterations
# weights:  144 (94 variable)
initial  value 549.306144 
iter  10 value 444.879176
iter  20 value 426.777240
iter  30 value 402.388262
iter  40 value 392.485702
iter  50 value 377.276533
iter  60 value 370.650544
iter  70 value 365.786198
iter  80 value 360.891485
iter  90 value 360.352141
iter 100 value 360.194007
final  value 360.194007 
stopped after 100 iterations
# weights:  144 (94 variable)
initial  value 549.306144 
iter  10 value 448.767239
iter  20 value 429.364557
iter  30 value 404.172530
iter  40 value 394.154928
iter  50 value 377.678003
iter  60 value 372.515080
iter  70 value 365.579974
iter  80 value 361.129139
iter  90 value 360.238403
iter 100 value 360.122114
final  value 360.122114 
stopped after 100 iterations
# weights:  138 (90 variable)
initial  value 549.306144 
iter  10 value 447.880244
iter  20 value 428.283976
iter  30 value 403.705410
iter  40 value 392.329409
iter  50 value 378.653633
iter  60 value 373.027769
iter  70 value 364.626006
iter  80 value 361.133436
iter  90 value 360.545234
iter 100 value 360.464730
final  value 360.464730 
stopped after 100 iterations
# weights:  135 (88 variable)
initial  value 549.306144 
iter  10 value 451.650560
iter  20 value 430.269635
iter  30 value 404.914011
iter  40 value 392.974634
iter  50 value 382.400415
iter  60 value 373.733505
iter  70 value 364.402648
iter  80 value 362.653391
iter  90 value 361.995952
final  value 361.923334 
converged
# weights:  135 (88 variable)
initial  value 549.306144 
iter  10 value 449.369904
iter  20 value 428.831908
iter  30 value 404.107082
iter  40 value 392.510532
iter  50 value 381.754889
iter  60 value 374.706551
iter  70 value 364.520733
iter  80 value 362.514604
iter  90 value 361.993850
final  value 361.961764 
converged
# weights:  135 (88 variable)
initial  value 549.306144 
iter  10 value 450.837934
iter  20 value 429.708452
iter  30 value 404.630134
iter  40 value 392.366115
iter  50 value 380.563627
iter  60 value 371.545717
iter  70 value 362.829862
iter  80 value 361.440426
iter  90 value 360.872112
final  value 360.838908 
converged
# weights:  135 (88 variable)
initial  value 549.306144 
iter  10 value 447.949918
iter  20 value 427.993817
iter  30 value 404.220861
iter  40 value 392.669852
iter  50 value 379.882448
iter  60 value 370.809574
iter  70 value 363.688006
iter  80 value 361.381937
iter  90 value 360.884629
final  value 360.847443 
converged
# weights:  135 (88 variable)
initial  value 549.306144 
iter  10 value 449.406685
iter  20 value 428.875430
iter  30 value 405.303199
iter  40 value 392.684389
iter  50 value 378.362374
iter  60 value 372.404826
iter  70 value 363.719707
iter  80 value 362.001862
iter  90 value 361.065792
final  value 361.026044 
converged
# weights:  135 (88 variable)
initial  value 549.306144 
iter  10 value 446.746612
iter  20 value 426.791775
iter  30 value 403.174600
iter  40 value 391.930131
iter  50 value 378.957446
iter  60 value 373.046148
iter  70 value 365.631130
iter  80 value 363.807572
iter  90 value 363.344926
final  value 363.274719 
converged
# weights:  135 (88 variable)
initial  value 549.306144 
iter  10 value 451.999429
iter  20 value 430.242433
iter  30 value 405.194663
iter  40 value 392.307385
iter  50 value 377.059497
iter  60 value 372.333324
iter  70 value 363.156577
iter  80 value 361.516443
iter  90 value 360.966723
final  value 360.945791 
converged
# weights:  135 (88 variable)
initial  value 549.306144 
iter  10 value 450.391737
iter  20 value 430.418870
iter  30 value 406.166597
iter  40 value 393.754868
iter  50 value 380.224505
iter  60 value 373.876510
iter  70 value 366.002338
iter  80 value 364.278920
iter  90 value 363.812921
final  value 363.785298 
converged
# weights:  135 (88 variable)
initial  value 549.306144 
iter  10 value 451.475794
iter  20 value 429.801565
iter  30 value 404.373700
iter  40 value 391.889127
iter  50 value 378.337254
iter  60 value 371.135583
iter  70 value 363.746249
iter  80 value 361.195602
iter  90 value 360.782937
final  value 360.762369 
converged
# weights:  135 (88 variable)
initial  value 549.306144 
iter  10 value 446.955567
iter  20 value 427.411334
iter  30 value 402.542499
iter  40 value 392.466943
iter  50 value 378.977035
iter  60 value 372.465553
iter  70 value 364.168590
iter  80 value 362.109514
iter  90 value 361.520494
final  value 361.481163 
converged
# weights:  135 (88 variable)
initial  value 549.306144 
iter  10 value 447.808471
iter  20 value 428.494740
iter  30 value 404.571903
iter  40 value 392.370842
iter  50 value 379.518923
iter  60 value 372.344601
iter  70 value 364.918390
iter  80 value 362.694026
iter  90 value 362.170870
final  value 362.111705 
converged
# weights:  135 (88 variable)
initial  value 549.306144 
iter  10 value 449.357067
iter  20 value 428.318231
iter  30 value 404.330216
iter  40 value 392.350698
iter  50 value 378.715741
iter  60 value 372.797214
iter  70 value 363.418556
iter  80 value 361.544595
iter  90 value 361.120728
final  value 361.093409 
converged
# weights:  135 (88 variable)
initial  value 549.306144 
iter  10 value 452.016306
iter  20 value 431.339244
iter  30 value 405.953052
iter  40 value 394.134825
iter  50 value 379.605591
iter  60 value 372.417056
iter  70 value 365.232922
iter  80 value 362.906778
iter  90 value 362.442666
final  value 362.421189 
converged
# weights:  135 (88 variable)
initial  value 549.306144 
iter  10 value 448.492147
iter  20 value 428.521932
iter  30 value 404.474916
iter  40 value 392.121555
iter  50 value 377.943342
iter  60 value 372.343656
iter  70 value 364.713642
iter  80 value 362.961360
iter  90 value 362.432567
final  value 362.404965 
converged
# weights:  135 (88 variable)
initial  value 549.306144 
iter  10 value 446.396762
iter  20 value 427.904212
iter  30 value 404.196931
iter  40 value 392.574216
iter  50 value 379.181784
iter  60 value 373.718882
iter  70 value 365.808020
iter  80 value 364.223184
iter  90 value 363.651825
final  value 363.581691 
converged
# weights:  135 (88 variable)
initial  value 549.306144 
iter  10 value 448.907535
iter  20 value 428.319087
iter  30 value 403.907376
iter  40 value 393.966598
iter  50 value 379.776202
iter  60 value 371.348947
iter  70 value 363.346455
iter  80 value 361.579198
iter  90 value 360.922570
final  value 360.880405 
converged
# weights:  135 (88 variable)
initial  value 549.306144 
iter  10 value 447.515529
iter  20 value 427.673454
iter  30 value 403.600090
iter  40 value 391.116406
iter  50 value 378.852950
iter  60 value 371.406027
iter  70 value 363.603479
iter  80 value 361.769737
iter  90 value 361.393351
final  value 361.368202 
converged
# weights:  135 (88 variable)
initial  value 549.306144 
iter  10 value 439.770895
iter  20 value 422.665049
iter  30 value 401.255887
iter  40 value 392.264977
iter  50 value 379.719856
iter  60 value 372.855048
iter  70 value 364.880667
iter  80 value 362.925661
iter  90 value 362.264189
final  value 362.225912 
converged
# weights:  135 (88 variable)
initial  value 549.306144 
iter  10 value 449.360697
iter  20 value 429.591895
iter  30 value 405.464680
iter  40 value 393.618732
iter  50 value 378.958216
iter  60 value 373.904033
iter  70 value 364.735316
iter  80 value 363.159126
iter  90 value 362.623859
final  value 362.591705 
converged
# weights:  135 (88 variable)
initial  value 549.306144 
iter  10 value 448.720211
iter  20 value 429.006593
iter  30 value 404.536719
iter  40 value 394.620946
iter  50 value 379.459829
iter  60 value 374.113728
iter  70 value 364.173741
iter  80 value 361.766173
iter  90 value 361.364156
final  value 361.342936 
converged
# weights:  135 (88 variable)
initial  value 549.306144 
iter  10 value 448.259207
iter  20 value 428.471400
iter  30 value 404.421340
iter  40 value 392.664279
iter  50 value 378.038400
iter  60 value 372.118045
iter  70 value 364.467053
iter  80 value 361.920528
iter  90 value 360.975937
final  value 360.934792 
converged
# weights:  135 (88 variable)
initial  value 549.306144 
iter  10 value 445.798369
iter  20 value 426.873911
iter  30 value 403.444605
iter  40 value 391.582933
iter  50 value 377.834663
iter  60 value 371.261672
iter  70 value 365.172538
iter  80 value 362.735753
iter  90 value 362.167194
final  value 362.118401 
converged
# weights:  135 (88 variable)
initial  value 549.306144 
iter  10 value 448.454821
iter  20 value 429.152158
iter  30 value 405.595918
iter  40 value 387.865758
iter  50 value 382.808801
iter  60 value 374.952111
iter  70 value 368.355007
iter  80 value 366.538945
iter  90 value 366.117903
final  value 366.090625 
converged
# weights:  135 (88 variable)
initial  value 549.306144 
iter  10 value 449.724185
iter  20 value 428.376336
iter  30 value 404.994522
iter  40 value 392.161070
iter  50 value 379.687760
iter  60 value 371.296084
iter  70 value 364.023041
iter  80 value 362.104790
iter  90 value 361.664012
final  value 361.638938 
converged
# weights:  135 (88 variable)
initial  value 549.306144 
iter  10 value 449.092522
iter  20 value 435.314849
iter  30 value 402.570460
iter  40 value 394.965268
iter  50 value 383.429216
iter  60 value 378.395600
iter  70 value 372.109881
iter  80 value 369.363482
iter  90 value 369.089554
final  value 369.077330 
converged
# weights:  135 (88 variable)
initial  value 549.306144 
iter  10 value 447.527901
iter  20 value 428.252263
iter  30 value 404.111380
iter  40 value 393.295896
iter  50 value 379.405560
iter  60 value 373.734401
iter  70 value 364.313648
iter  80 value 361.926570
iter  90 value 361.440334
final  value 361.422956 
converged
# weights:  135 (88 variable)
initial  value 549.306144 
iter  10 value 448.082347
iter  20 value 428.491067
iter  30 value 403.783329
iter  40 value 393.355716
iter  50 value 378.631091
iter  60 value 372.851267
iter  70 value 363.419961
iter  80 value 361.899046
iter  90 value 360.906495
final  value 360.853381 
converged
# weights:  135 (88 variable)
initial  value 549.306144 
iter  10 value 446.287723
iter  20 value 427.127900
iter  30 value 403.353453
iter  40 value 392.424612
iter  50 value 378.949264
iter  60 value 374.013100
iter  70 value 365.214094
iter  80 value 362.398432
iter  90 value 361.951088
final  value 361.914325 
converged
# weights:  135 (88 variable)
initial  value 549.306144 
iter  10 value 447.669918
iter  20 value 428.729026
iter  30 value 404.987314
iter  40 value 393.422650
iter  50 value 378.872992
iter  60 value 373.167631
iter  70 value 366.004463
iter  80 value 363.663049
iter  90 value 362.975774
final  value 362.941460 
converged
# weights:  135 (88 variable)
initial  value 549.306144 
iter  10 value 449.106431
iter  20 value 429.187099
iter  30 value 404.968773
iter  40 value 392.688608
iter  50 value 379.450843
iter  60 value 371.754578
iter  70 value 364.997726
iter  80 value 361.852761
iter  90 value 361.279324
final  value 361.237245 
converged
# weights:  135 (88 variable)
initial  value 549.306144 
iter  10 value 447.609842
iter  20 value 428.012091
iter  30 value 404.723649
iter  40 value 395.538905
iter  50 value 379.627374
iter  60 value 372.456466
iter  70 value 364.081183
iter  80 value 362.699477
iter  90 value 361.826871
final  value 361.800265 
converged
# weights:  135 (88 variable)
initial  value 549.306144 
iter  10 value 449.848233
iter  20 value 427.010474
iter  30 value 404.693955
iter  40 value 390.632354
iter  50 value 378.097554
iter  60 value 370.824261
iter  70 value 363.541643
iter  80 value 361.645482
iter  90 value 361.366479
final  value 361.328727 
converged
# weights:  135 (88 variable)
initial  value 549.306144 
iter  10 value 448.176335
iter  20 value 428.675406
iter  30 value 404.440114
iter  40 value 392.982286
iter  50 value 377.591394
iter  60 value 371.256580
iter  70 value 363.306300
iter  80 value 362.147764
iter  90 value 361.002110
final  value 360.944248 
converged
# weights:  135 (88 variable)
initial  value 549.306144 
iter  10 value 447.307741
iter  20 value 428.150945
iter  30 value 403.726425
iter  40 value 391.811830
iter  50 value 379.663316
iter  60 value 373.366073
iter  70 value 364.685862
iter  80 value 362.046719
iter  90 value 361.523991
final  value 361.461344 
converged
# weights:  135 (88 variable)
initial  value 549.306144 
iter  10 value 448.818396
iter  20 value 428.856941
iter  30 value 405.736983
iter  40 value 394.330942
iter  50 value 379.557559
iter  60 value 373.380423
iter  70 value 365.555579
iter  80 value 363.665139
iter  90 value 363.142519
final  value 363.090409 
converged
# weights:  135 (88 variable)
initial  value 549.306144 
iter  10 value 448.520755
iter  20 value 428.681977
iter  30 value 405.378438
iter  40 value 393.640656
iter  50 value 379.269675
iter  60 value 371.387134
iter  70 value 364.197134
iter  80 value 362.157792
iter  90 value 361.401532
final  value 361.357893 
converged
# weights:  135 (88 variable)
initial  value 549.306144 
iter  10 value 441.338018
iter  20 value 423.432451
iter  30 value 402.323589
iter  40 value 392.182752
iter  50 value 378.530151
iter  60 value 370.832626
iter  70 value 364.241373
iter  80 value 362.494702
iter  90 value 362.132755
final  value 362.082149 
converged
# weights:  135 (88 variable)
initial  value 549.306144 
iter  10 value 449.118440
iter  20 value 428.468738
iter  30 value 405.281646
iter  40 value 392.382569
iter  50 value 377.650302
iter  60 value 371.458226
iter  70 value 363.624584
iter  80 value 361.320752
iter  90 value 360.888963
final  value 360.836820 
converged
# weights:  135 (88 variable)
initial  value 549.306144 
iter  10 value 447.577539
iter  20 value 428.019145
iter  30 value 404.426732
iter  40 value 392.275585
iter  50 value 377.709498
iter  60 value 372.082686
iter  70 value 364.330834
iter  80 value 361.598146
iter  90 value 360.952708
final  value 360.886261 
converged
# weights:  135 (88 variable)
initial  value 549.306144 
iter  10 value 451.485823
iter  20 value 433.547504
iter  30 value 411.002649
iter  40 value 401.377464
iter  50 value 388.859358
iter  60 value 383.956931
iter  70 value 374.970973
iter  80 value 373.231643
iter  90 value 372.794328
final  value 372.761034 
converged
# weights:  135 (88 variable)
initial  value 549.306144 
iter  10 value 459.551004
iter  20 value 441.283270
iter  30 value 420.060093
iter  40 value 409.661167
iter  50 value 397.302902
iter  60 value 390.974844
iter  70 value 386.545710
iter  80 value 385.118558
iter  90 value 384.711650
final  value 384.678674 
converged
# weights:  135 (88 variable)
initial  value 549.306144 
iter  10 value 449.963338
iter  20 value 431.411424
iter  30 value 409.989734
iter  40 value 399.551786
iter  50 value 388.629177
iter  60 value 383.866386
iter  70 value 376.577993
iter  80 value 374.489460
iter  90 value 373.806263
final  value 373.780076 
converged
# weights:  135 (88 variable)
initial  value 549.306144 
iter  10 value 451.202698
iter  20 value 433.015281
iter  30 value 410.022839
iter  40 value 400.431916
iter  50 value 387.390318
iter  60 value 383.122444
iter  70 value 376.038903
iter  80 value 374.027221
iter  90 value 373.652496
final  value 373.636970 
converged
# weights:  135 (88 variable)
initial  value 549.306144 
iter  10 value 453.172933
iter  20 value 435.543000
iter  30 value 415.088325
iter  40 value 404.762797
iter  50 value 392.641468
iter  60 value 388.323996
iter  70 value 383.867395
iter  80 value 382.101410
iter  90 value 381.581667
final  value 381.552230 
converged
# weights:  141 (92 variable)
initial  value 549.306144 
iter  10 value 442.980509
iter  20 value 425.532856
iter  30 value 401.414602
iter  40 value 390.985043
iter  50 value 378.177735
iter  60 value 371.633075
iter  70 value 365.220326
iter  80 value 360.962786
iter  90 value 360.338948
iter 100 value 360.268941
final  value 360.268941 
stopped after 100 iterations
# weights:  141 (92 variable)
initial  value 549.306144 
iter  10 value 443.510574
iter  20 value 425.399665
iter  30 value 401.619123
iter  40 value 391.224113
iter  50 value 376.732707
iter  60 value 372.875443
iter  70 value 366.001420
iter  80 value 361.134441
iter  90 value 360.517817
iter 100 value 360.454609
final  value 360.454609 
stopped after 100 iterations
# weights:  141 (92 variable)
initial  value 549.306144 
iter  10 value 447.298916
iter  20 value 427.729993
iter  30 value 403.011634
iter  40 value 393.757505
iter  50 value 377.862650
iter  60 value 372.210477
iter  70 value 365.602536
iter  80 value 361.188496
iter  90 value 360.470435
iter 100 value 360.339878
final  value 360.339878 
stopped after 100 iterations
# weights:  141 (92 variable)
initial  value 549.306144 
iter  10 value 444.344035
iter  20 value 426.176323
iter  30 value 402.263528
iter  40 value 392.154131
iter  50 value 380.729346
iter  60 value 371.875482
iter  70 value 365.730346
iter  80 value 361.402691
iter  90 value 360.463527
iter 100 value 360.420033
final  value 360.420033 
stopped after 100 iterations
# weights:  141 (92 variable)
initial  value 549.306144 
iter  10 value 448.117570
iter  20 value 428.452389
iter  30 value 403.596445
iter  40 value 393.513138
iter  50 value 378.053910
iter  60 value 372.541326
iter  70 value 365.788304
iter  80 value 361.115490
iter  90 value 360.390810
iter 100 value 360.358107
final  value 360.358107 
stopped after 100 iterations
# weights:  141 (92 variable)
initial  value 549.306144 
iter  10 value 448.498495
iter  20 value 429.075046
iter  30 value 405.080290
iter  40 value 393.572125
iter  50 value 377.427592
iter  60 value 372.537311
iter  70 value 365.495365
iter  80 value 361.387557
iter  90 value 360.436730
iter 100 value 360.234058
final  value 360.234058 
stopped after 100 iterations
# weights:  135 (88 variable)
initial  value 549.306144 
iter  10 value 451.475794
iter  20 value 429.801565
iter  30 value 404.373700
iter  40 value 391.889127
iter  50 value 378.337254
iter  60 value 371.135583
iter  70 value 363.746249
iter  80 value 361.195602
iter  90 value 360.782937
final  value 360.762369 
converged
# weights:  132 (86 variable)
initial  value 549.306144 
iter  10 value 454.979033
iter  20 value 431.474603
iter  30 value 405.387561
iter  40 value 392.719265
iter  50 value 381.723905
iter  60 value 372.161898
iter  70 value 364.532287
iter  80 value 362.800443
iter  90 value 362.233922
final  value 362.203871 
converged
# weights:  132 (86 variable)
initial  value 549.306144 
iter  10 value 453.275275
iter  20 value 430.380493
iter  30 value 405.174879
iter  40 value 391.440394
iter  50 value 380.822376
iter  60 value 371.700460
iter  70 value 364.532900
iter  80 value 362.529053
iter  90 value 362.305346
final  value 362.295100 
converged
# weights:  132 (86 variable)
initial  value 549.306144 
iter  10 value 454.360848
iter  20 value 430.944952
iter  30 value 405.664422
iter  40 value 393.298344
iter  50 value 381.499644
iter  60 value 370.044713
iter  70 value 363.561887
iter  80 value 361.406380
iter  90 value 361.117816
final  value 361.109570 
converged
# weights:  132 (86 variable)
initial  value 549.306144 
iter  10 value 452.349134
iter  20 value 430.035716
iter  30 value 406.301668
iter  40 value 395.025513
iter  50 value 380.838014
iter  60 value 368.973932
iter  70 value 363.574334
iter  80 value 361.484319
iter  90 value 361.166033
final  value 361.150086 
converged
# weights:  132 (86 variable)
initial  value 549.306144 
iter  10 value 453.594965
iter  20 value 430.529962
iter  30 value 406.065542
iter  40 value 391.139229
iter  50 value 379.299717
iter  60 value 370.959531
iter  70 value 363.277330
iter  80 value 361.597422
iter  90 value 361.342293
final  value 361.332877 
converged
# weights:  132 (86 variable)
initial  value 549.306144 
iter  10 value 450.624881
iter  20 value 428.594156
iter  30 value 404.618681
iter  40 value 390.799535
iter  50 value 378.976728
iter  60 value 373.208114
iter  70 value 365.915342
iter  80 value 363.756327
iter  90 value 363.559444
final  value 363.551379 
converged
# weights:  132 (86 variable)
initial  value 549.306144 
iter  10 value 455.971750
iter  20 value 432.037754
iter  30 value 405.917699
iter  40 value 393.012882
iter  50 value 384.113026
iter  60 value 374.434907
iter  70 value 364.526873
iter  80 value 361.666254
iter  90 value 361.271866
final  value 361.244095 
converged
# weights:  132 (86 variable)
initial  value 549.306144 
iter  10 value 454.897786
iter  20 value 433.206004
iter  30 value 408.331749
iter  40 value 391.911920
iter  50 value 380.239591
iter  60 value 373.100267
iter  70 value 366.890853
iter  80 value 364.488079
iter  90 value 364.087013
final  value 364.043371 
converged
# weights:  132 (86 variable)
initial  value 549.306144 
iter  10 value 450.622838
iter  20 value 428.903225
iter  30 value 403.620722
iter  40 value 389.660188
iter  50 value 379.249321
iter  60 value 369.962411
iter  70 value 363.821908
iter  80 value 362.039892
iter  90 value 361.796420
final  value 361.788251 
converged
# weights:  132 (86 variable)
initial  value 549.306144 
iter  10 value 451.884338
iter  20 value 430.209398
iter  30 value 405.089057
iter  40 value 390.052995
iter  50 value 378.171763
iter  60 value 371.317954
iter  70 value 364.780546
iter  80 value 362.552471
iter  90 value 362.355165
final  value 362.342139 
converged
# weights:  132 (86 variable)
initial  value 549.306144 
iter  10 value 452.540479
iter  20 value 429.324643
iter  30 value 405.183967
iter  40 value 391.394289
iter  50 value 378.180569
iter  60 value 372.008979
iter  70 value 363.247036
iter  80 value 361.643715
iter  90 value 361.395160
final  value 361.384590 
converged
# weights:  132 (86 variable)
initial  value 549.306144 
iter  10 value 455.875334
iter  20 value 432.668754
iter  30 value 407.165909
iter  40 value 394.032890
iter  50 value 382.449055
iter  60 value 371.008132
iter  70 value 365.307125
iter  80 value 362.954872
iter  90 value 362.698381
final  value 362.681370 
converged
# weights:  132 (86 variable)
initial  value 549.306144 
iter  10 value 451.890893
iter  20 value 429.619007
iter  30 value 405.482189
iter  40 value 390.296040
iter  50 value 379.449105
iter  60 value 372.243572
iter  70 value 364.934182
iter  80 value 362.903013
iter  90 value 362.635386
final  value 362.612120 
converged
# weights:  132 (86 variable)
initial  value 549.306144 
iter  10 value 450.411874
iter  20 value 429.709470
iter  30 value 405.397498
iter  40 value 391.664215
iter  50 value 380.156985
iter  60 value 372.508407
iter  70 value 366.116987
iter  80 value 364.339405
iter  90 value 364.040715
final  value 363.984881 
converged
# weights:  132 (86 variable)
initial  value 549.306144 
iter  10 value 452.880806
iter  20 value 430.145359
iter  30 value 404.761450
iter  40 value 390.490554
iter  50 value 379.410976
iter  60 value 371.435083
iter  70 value 363.588683
iter  80 value 361.377005
iter  90 value 361.201758
final  value 361.192840 
converged
# weights:  132 (86 variable)
initial  value 549.306144 
iter  10 value 451.284454
iter  20 value 429.616311
iter  30 value 404.806464
iter  40 value 390.158466
iter  50 value 379.082097
iter  60 value 370.517415
iter  70 value 363.631917
iter  80 value 361.936915
iter  90 value 361.678878
final  value 361.672837 
converged
# weights:  132 (86 variable)
initial  value 549.306144 
iter  10 value 442.456792
iter  20 value 423.104015
iter  30 value 401.797068
iter  40 value 393.474688
iter  50 value 381.738569
iter  60 value 371.619208
iter  70 value 365.260413
iter  80 value 362.825983
iter  90 value 362.638929
final  value 362.603822 
converged
# weights:  132 (86 variable)
initial  value 549.306144 
iter  10 value 451.836147
iter  20 value 430.290293
iter  30 value 405.809761
iter  40 value 391.614823
iter  50 value 379.052729
iter  60 value 372.876905
iter  70 value 365.192128
iter  80 value 363.176062
iter  90 value 362.831231
final  value 362.806581 
converged
# weights:  132 (86 variable)
initial  value 549.306144 
iter  10 value 451.650148
iter  20 value 429.991788
iter  30 value 404.918244
iter  40 value 393.575765
iter  50 value 380.664800
iter  60 value 371.244824
iter  70 value 365.015142
iter  80 value 361.967343
iter  90 value 361.711414
final  value 361.654752 
converged
# weights:  132 (86 variable)
initial  value 549.306144 
iter  10 value 451.809227
iter  20 value 430.055458
iter  30 value 404.540948
iter  40 value 394.274551
iter  50 value 381.091385
iter  60 value 371.076105
iter  70 value 363.770082
iter  80 value 361.853438
iter  90 value 361.218889
final  value 361.206837 
converged
# weights:  132 (86 variable)
initial  value 549.306144 
iter  10 value 450.057236
iter  20 value 428.951702
iter  30 value 404.922341
iter  40 value 394.163135
iter  50 value 381.876855
iter  60 value 371.480224
iter  70 value 364.812816
iter  80 value 362.748840
iter  90 value 362.442159
final  value 362.433071 
converged
# weights:  132 (86 variable)
initial  value 549.306144 
iter  10 value 452.203582
iter  20 value 430.829724
iter  30 value 406.907537
iter  40 value 387.259392
iter  50 value 381.269685
iter  60 value 373.000192
iter  70 value 368.409573
iter  80 value 366.595949
iter  90 value 366.487758
final  value 366.480796 
converged
# weights:  132 (86 variable)
initial  value 549.306144 
iter  10 value 453.022633
iter  20 value 429.380025
iter  30 value 406.321142
iter  40 value 389.673364
iter  50 value 381.429950
iter  60 value 371.136364
iter  70 value 364.304580
iter  80 value 362.122022
iter  90 value 361.926114
final  value 361.916822 
converged
# weights:  132 (86 variable)
initial  value 549.306144 
iter  10 value 452.758436
iter  20 value 437.346543
iter  30 value 403.403305
iter  40 value 396.887557
iter  50 value 384.120570
iter  60 value 379.700427
iter  70 value 371.492334
iter  80 value 369.881916
iter  90 value 369.755295
final  value 369.735997 
converged
# weights:  132 (86 variable)
initial  value 549.306144 
iter  10 value 451.011958
iter  20 value 429.824997
iter  30 value 405.130351
iter  40 value 392.477724
iter  50 value 381.377702
iter  60 value 373.126091
iter  70 value 364.575028
iter  80 value 362.101050
iter  90 value 361.767998
final  value 361.752506 
converged
# weights:  132 (86 variable)
initial  value 549.306144 
iter  10 value 451.767102
iter  20 value 429.976924
iter  30 value 404.464257
iter  40 value 391.677188
iter  50 value 381.644989
iter  60 value 372.742519
iter  70 value 364.034231
iter  80 value 361.649530
iter  90 value 361.208672
final  value 361.159890 
converged
# weights:  132 (86 variable)
initial  value 549.306144 
iter  10 value 449.724491
iter  20 value 428.498134
iter  30 value 404.057706
iter  40 value 391.402575
iter  50 value 378.142146
iter  60 value 370.977035
iter  70 value 364.543932
iter  80 value 362.632458
iter  90 value 362.253344
final  value 362.237138 
converged
# weights:  132 (86 variable)
initial  value 549.306144 
iter  10 value 450.873311
iter  20 value 429.763423
iter  30 value 405.859479
iter  40 value 392.416716
iter  50 value 380.139095
iter  60 value 373.498853
iter  70 value 365.760667
iter  80 value 363.544073
iter  90 value 363.252841
final  value 363.242799 
converged
# weights:  132 (86 variable)
initial  value 549.306144 
iter  10 value 452.576645
iter  20 value 430.675456
iter  30 value 405.526965
iter  40 value 392.615839
iter  50 value 379.916038
iter  60 value 369.570399
iter  70 value 363.907858
iter  80 value 361.847926
iter  90 value 361.537902
final  value 361.516226 
converged
# weights:  132 (86 variable)
initial  value 549.306144 
iter  10 value 450.596368
iter  20 value 428.859998
iter  30 value 405.796755
iter  40 value 393.023608
iter  50 value 380.180721
iter  60 value 371.626088
iter  70 value 365.013704
iter  80 value 362.415727
iter  90 value 362.156271
final  value 362.142596 
converged
# weights:  132 (86 variable)
initial  value 549.306144 
iter  10 value 453.176614
iter  20 value 429.022404
iter  30 value 405.265701
iter  40 value 391.558130
iter  50 value 378.841065
iter  60 value 368.283243
iter  70 value 362.446900
iter  80 value 361.769765
iter  90 value 361.565026
final  value 361.556788 
converged
# weights:  132 (86 variable)
initial  value 549.306144 
iter  10 value 451.552830
iter  20 value 430.098670
iter  30 value 405.217326
iter  40 value 393.330635
iter  50 value 379.283530
iter  60 value 371.224001
iter  70 value 363.669080
iter  80 value 361.548758
iter  90 value 361.228889
final  value 361.206400 
converged
# weights:  132 (86 variable)
initial  value 549.306144 
iter  10 value 450.603407
iter  20 value 429.295794
iter  30 value 404.339617
iter  40 value 393.345079
iter  50 value 379.533510
iter  60 value 372.165747
iter  70 value 364.374795
iter  80 value 362.065952
iter  90 value 361.756174
final  value 361.752126 
converged
# weights:  132 (86 variable)
initial  value 549.306144 
iter  10 value 452.876325
iter  20 value 429.881078
iter  30 value 406.609003
iter  40 value 392.680737
iter  50 value 379.511935
iter  60 value 371.775079
iter  70 value 365.776215
iter  80 value 363.683469
iter  90 value 363.340788
final  value 363.268003 
converged
# weights:  132 (86 variable)
initial  value 549.306144 
iter  10 value 452.146184
iter  20 value 430.001017
iter  30 value 404.891678
iter  40 value 391.872551
iter  50 value 378.542112
iter  60 value 370.262462
iter  70 value 364.176618
iter  80 value 361.904202
iter  90 value 361.648448
final  value 361.636223 
converged
# weights:  132 (86 variable)
initial  value 549.306144 
iter  10 value 443.435287
iter  20 value 423.961653
iter  30 value 403.035078
iter  40 value 390.396034
iter  50 value 378.265088
iter  60 value 370.935621
iter  70 value 365.016687
iter  80 value 362.850652
iter  90 value 362.383062
final  value 362.357107 
converged
# weights:  132 (86 variable)
initial  value 549.306144 
iter  10 value 451.742891
iter  20 value 428.905365
iter  30 value 404.983030
iter  40 value 391.418249
iter  50 value 381.734608
iter  60 value 371.882550
iter  70 value 364.409391
iter  80 value 361.477849
iter  90 value 361.140490
final  value 361.115454 
converged
# weights:  132 (86 variable)
initial  value 549.306144 
iter  10 value 451.319810
iter  20 value 429.804979
iter  30 value 405.381783
iter  40 value 392.801536
iter  50 value 379.872120
iter  60 value 371.642993
iter  70 value 363.718906
iter  80 value 361.404468
iter  90 value 361.188704
final  value 361.176909 
converged
# weights:  132 (86 variable)
initial  value 549.306144 
iter  10 value 454.638436
iter  20 value 434.558961
iter  30 value 411.878972
iter  40 value 399.270128
iter  50 value 387.814369
iter  60 value 383.607842
iter  70 value 374.887132
iter  80 value 373.180214
iter  90 value 373.044756
final  value 373.041097 
converged
# weights:  132 (86 variable)
initial  value 549.306144 
iter  10 value 461.512129
iter  20 value 441.323699
iter  30 value 420.062526
iter  40 value 411.707226
iter  50 value 400.232311
iter  60 value 392.873626
iter  70 value 386.442312
iter  80 value 385.097779
iter  90 value 384.899141
final  value 384.875685 
converged
# weights:  132 (86 variable)
initial  value 549.306144 
iter  10 value 453.321443
iter  20 value 432.708263
iter  30 value 410.789128
iter  40 value 398.142005
iter  50 value 386.889714
iter  60 value 382.020643
iter  70 value 376.081561
iter  80 value 374.539375
iter  90 value 374.203270
final  value 374.184081 
converged
# weights:  132 (86 variable)
initial  value 549.306144 
iter  10 value 454.655851
iter  20 value 434.372289
iter  30 value 410.979745
iter  40 value 400.949335
iter  50 value 389.121237
iter  60 value 383.466201
iter  70 value 375.766965
iter  80 value 374.407696
iter  90 value 374.044630
final  value 374.009755 
converged
# weights:  132 (86 variable)
initial  value 549.306144 
iter  10 value 457.224075
iter  20 value 437.760409
iter  30 value 416.793201
iter  40 value 404.361688
iter  50 value 394.849509
iter  60 value 388.769384
iter  70 value 383.715926
iter  80 value 382.465543
iter  90 value 382.196055
final  value 382.190135 
converged
# weights:  138 (90 variable)
initial  value 549.306144 
iter  10 value 446.837813
iter  20 value 427.657359
iter  30 value 402.812946
iter  40 value 390.429813
iter  50 value 380.606783
iter  60 value 373.181415
iter  70 value 364.796716
iter  80 value 361.222945
iter  90 value 360.649820
iter 100 value 360.578658
final  value 360.578658 
stopped after 100 iterations
# weights:  138 (90 variable)
initial  value 549.306144 
iter  10 value 447.880244
iter  20 value 428.283976
iter  30 value 403.705410
iter  40 value 392.329409
iter  50 value 378.653633
iter  60 value 373.027769
iter  70 value 364.626006
iter  80 value 361.133436
iter  90 value 360.545234
iter 100 value 360.464730
final  value 360.464730 
stopped after 100 iterations
# weights:  138 (90 variable)
initial  value 549.306144 
iter  10 value 446.589050
iter  20 value 426.779059
iter  30 value 402.363519
iter  40 value 390.714144
iter  50 value 377.260618
iter  60 value 371.962193
iter  70 value 364.056193
iter  80 value 361.343173
iter  90 value 360.804879
iter 100 value 360.752250
final  value 360.752250 
stopped after 100 iterations
# weights:  138 (90 variable)
initial  value 549.306144 
iter  10 value 450.897966
iter  20 value 429.558508
iter  30 value 404.311274
iter  40 value 392.520950
iter  50 value 377.428338
iter  60 value 370.376283
iter  70 value 364.523082
iter  80 value 361.237886
iter  90 value 360.709472
iter 100 value 360.640349
final  value 360.640349 
stopped after 100 iterations
# weights:  138 (90 variable)
initial  value 549.306144 
iter  10 value 447.539767
iter  20 value 427.826759
iter  30 value 402.871299
iter  40 value 392.149632
iter  50 value 377.110214
iter  60 value 370.141267
iter  70 value 364.537168
iter  80 value 361.351153
iter  90 value 360.770285
iter 100 value 360.721273
final  value 360.721273 
stopped after 100 iterations
# weights:  138 (90 variable)
initial  value 549.306144 
iter  10 value 451.843501
iter  20 value 430.134951
iter  30 value 404.470343
iter  40 value 393.796841
iter  50 value 379.521426
iter  60 value 372.126550
iter  70 value 363.613951
iter  80 value 361.282691
iter  90 value 360.655102
final  value 360.637393 
converged
# weights:  138 (90 variable)
initial  value 549.306144 
iter  10 value 451.375610
iter  20 value 430.198626
iter  30 value 404.638254
iter  40 value 392.632976
iter  50 value 379.207375
iter  60 value 370.670131
iter  70 value 364.320510
iter  80 value 361.214718
iter  90 value 360.582282
iter 100 value 360.518558
final  value 360.518558 
stopped after 100 iterations
# weights:  132 (86 variable)
initial  value 549.306144 
iter  10 value 454.360848
iter  20 value 430.944952
iter  30 value 405.664422
iter  40 value 393.298344
iter  50 value 381.499644
iter  60 value 370.044713
iter  70 value 363.561887
iter  80 value 361.406380
iter  90 value 361.117816
final  value 361.109570 
converged
# weights:  129 (84 variable)
initial  value 549.306144 
iter  10 value 458.367541
iter  20 value 432.634065
iter  30 value 406.914847
iter  40 value 390.888171
iter  50 value 382.089353
iter  60 value 369.746650
iter  70 value 365.251139
iter  80 value 362.823311
iter  90 value 362.509532
final  value 362.503920 
converged
# weights:  129 (84 variable)
initial  value 549.306144 
iter  10 value 456.660253
iter  20 value 431.433694
iter  30 value 406.723283
iter  40 value 390.541197
iter  50 value 379.228576
iter  60 value 370.411593
iter  70 value 364.550763
iter  80 value 362.830791
iter  90 value 362.692052
final  value 362.687232 
converged
# weights:  129 (84 variable)
initial  value 549.306144 
iter  10 value 450.552214
iter  20 value 426.629753
iter  30 value 404.565799
iter  40 value 383.962203
iter  50 value 376.324048
iter  60 value 368.653081
iter  70 value 363.429265
iter  80 value 361.786826
iter  90 value 361.595291
final  value 361.593254 
converged
# weights:  129 (84 variable)
initial  value 549.306144 
iter  10 value 456.725159
iter  20 value 431.344069
iter  30 value 407.742910
iter  40 value 392.866087
iter  50 value 381.169489
iter  60 value 368.515775
iter  70 value 364.166169
iter  80 value 361.868305
iter  90 value 361.713928
final  value 361.708127 
converged
# weights:  129 (84 variable)
initial  value 549.306144 
iter  10 value 453.827993
iter  20 value 429.726969
iter  30 value 405.902310
iter  40 value 388.237149
iter  50 value 378.096405
iter  60 value 369.813425
iter  70 value 365.412384
iter  80 value 363.930780
iter  90 value 363.818577
final  value 363.817172 
converged
# weights:  129 (84 variable)
initial  value 549.306144 
iter  10 value 459.231080
iter  20 value 432.820164
iter  30 value 407.620214
iter  40 value 389.698338
iter  50 value 377.889357
iter  60 value 369.926054
iter  70 value 363.645586
iter  80 value 361.762917
iter  90 value 361.611692
final  value 361.609318 
converged
# weights:  129 (84 variable)
initial  value 549.306144 
iter  10 value 458.450576
iter  20 value 434.628768
iter  30 value 410.091717
iter  40 value 392.041688
iter  50 value 381.684384
iter  60 value 371.726586
iter  70 value 366.880051
iter  80 value 364.862536
iter  90 value 364.542374
final  value 364.539856 
converged
# weights:  129 (84 variable)
initial  value 549.306144 
iter  10 value 453.624786
iter  20 value 429.911528
iter  30 value 405.058302
iter  40 value 390.579532
iter  50 value 379.045741
iter  60 value 368.478826
iter  70 value 364.184844
iter  80 value 362.342423
iter  90 value 362.233245
final  value 362.231662 
converged
# weights:  129 (84 variable)
initial  value 549.306144 
iter  10 value 454.951831
iter  20 value 431.285715
iter  30 value 406.301763
iter  40 value 393.219946
iter  50 value 381.019609
iter  60 value 370.210883
iter  70 value 364.888326
iter  80 value 362.890230
iter  90 value 362.690628
final  value 362.688165 
converged
# weights:  129 (84 variable)
initial  value 549.306144 
iter  10 value 455.584287
iter  20 value 430.207639
iter  30 value 406.081895
iter  40 value 393.444399
iter  50 value 379.679702
iter  60 value 369.116788
iter  70 value 363.860647
iter  80 value 362.040983
iter  90 value 361.692100
final  value 361.688823 
converged
# weights:  129 (84 variable)
initial  value 549.306144 
iter  10 value 458.846570
iter  20 value 433.494916
iter  30 value 408.591728
iter  40 value 389.829544
iter  50 value 379.305774
iter  60 value 370.630143
iter  70 value 364.884681
iter  80 value 363.133405
iter  90 value 362.997787
final  value 362.995930 
converged
# weights:  129 (84 variable)
initial  value 549.306144 
iter  10 value 454.881432
iter  20 value 430.737902
iter  30 value 407.096042
iter  40 value 393.788030
iter  50 value 381.588543
iter  60 value 370.026624
iter  70 value 365.079888
iter  80 value 363.332204
iter  90 value 362.931106
final  value 362.926013 
converged
# weights:  129 (84 variable)
initial  value 549.306144 
iter  10 value 453.625661
iter  20 value 431.115330
iter  30 value 406.883272
iter  40 value 391.112360
iter  50 value 380.348301
iter  60 value 371.382023
iter  70 value 367.172130
iter  80 value 364.597728
iter  90 value 364.398869
final  value 364.395558 
converged
# weights:  129 (84 variable)
initial  value 549.306144 
iter  10 value 455.919020
iter  20 value 430.901877
iter  30 value 405.981366
iter  40 value 390.704040
iter  50 value 379.251812
iter  60 value 369.172930
iter  70 value 364.257730
iter  80 value 361.732946
iter  90 value 361.578231
final  value 361.577148 
converged
# weights:  129 (84 variable)
initial  value 549.306144 
iter  10 value 454.545500
iter  20 value 430.887237
iter  30 value 406.385417
iter  40 value 389.720416
iter  50 value 378.494947
iter  60 value 368.495536
iter  70 value 364.690662
iter  80 value 362.386102
iter  90 value 362.004879
final  value 362.000388 
converged
# weights:  129 (84 variable)
initial  value 549.306144 
iter  10 value 445.090659
iter  20 value 424.245322
iter  30 value 403.111536
iter  40 value 385.682989
iter  50 value 376.408616
iter  60 value 369.441079
iter  70 value 364.764831
iter  80 value 363.109503
iter  90 value 362.966150
final  value 362.965008 
converged
# weights:  129 (84 variable)
initial  value 549.306144 
iter  10 value 454.856621
iter  20 value 431.464349
iter  30 value 407.080105
iter  40 value 391.998195
iter  50 value 380.455911
iter  60 value 371.877067
iter  70 value 365.421341
iter  80 value 363.368908
iter  90 value 363.161599
final  value 363.160156 
converged
# weights:  129 (84 variable)
initial  value 549.306144 
iter  10 value 454.815796
iter  20 value 431.347888
iter  30 value 406.390615
iter  40 value 390.323314
iter  50 value 378.442335
iter  60 value 370.810709
iter  70 value 364.401875
iter  80 value 362.157663
iter  90 value 361.991961
final  value 361.988992 
converged
# weights:  129 (84 variable)
initial  value 549.306144 
iter  10 value 454.609655
iter  20 value 431.113608
iter  30 value 406.050865
iter  40 value 391.758438
iter  50 value 379.848377
iter  60 value 370.059628
iter  70 value 363.803743
iter  80 value 361.816763
iter  90 value 361.643486
final  value 361.641576 
converged
# weights:  129 (84 variable)
initial  value 549.306144 
iter  10 value 453.247721
iter  20 value 430.165157
iter  30 value 406.030966
iter  40 value 390.209959
iter  50 value 379.050916
iter  60 value 371.407538
iter  70 value 364.742106
iter  80 value 362.950776
iter  90 value 362.843911
final  value 362.843007 
converged
# weights:  129 (84 variable)
initial  value 549.306144 
iter  10 value 454.994801
iter  20 value 431.930230
iter  30 value 408.341137
iter  40 value 387.569947
iter  50 value 383.888622
iter  60 value 372.668857
iter  70 value 369.049163
iter  80 value 367.268658
iter  90 value 366.899019
final  value 366.894707 
converged
# weights:  129 (84 variable)
initial  value 549.306144 
iter  10 value 455.787944
iter  20 value 430.480196
iter  30 value 407.966289
iter  40 value 388.909133
iter  50 value 378.488613
iter  60 value 369.204540
iter  70 value 365.606752
iter  80 value 362.512957
iter  90 value 362.333123
final  value 362.331667 
converged
# weights:  129 (84 variable)
initial  value 549.306144 
iter  10 value 455.675171
iter  20 value 438.732227
iter  30 value 404.800410
iter  40 value 397.408091
iter  50 value 384.073089
iter  60 value 379.951160
iter  70 value 371.346272
iter  80 value 370.444788
iter  90 value 370.274366
final  value 370.270190 
converged
# weights:  129 (84 variable)
initial  value 549.306144 
iter  10 value 454.132138
iter  20 value 431.123688
iter  30 value 406.403549
iter  40 value 391.813323
iter  50 value 381.064052
iter  60 value 369.627006
iter  70 value 364.278433
iter  80 value 362.525602
iter  90 value 362.072870
final  value 362.066118 
converged
# weights:  129 (84 variable)
initial  value 549.306144 
iter  10 value 454.689735
iter  20 value 431.124720
iter  30 value 405.797528
iter  40 value 391.056325
iter  50 value 380.442607
iter  60 value 370.957304
iter  70 value 363.832842
iter  80 value 361.677385
iter  90 value 361.534221
final  value 361.532824 
converged
# weights:  129 (84 variable)
initial  value 549.306144 
iter  10 value 450.379488
iter  20 value 427.595499
iter  30 value 404.857598
iter  40 value 390.332446
iter  50 value 378.933963
iter  60 value 369.001537
iter  70 value 364.809324
iter  80 value 362.608876
iter  90 value 362.438027
final  value 362.435702 
converged
# weights:  129 (84 variable)
initial  value 549.306144 
iter  10 value 453.638859
iter  20 value 430.751206
iter  30 value 407.765559
iter  40 value 391.973032
iter  50 value 382.997481
iter  60 value 372.349018
iter  70 value 365.485280
iter  80 value 363.741811
iter  90 value 363.589877
final  value 363.587551 
converged
# weights:  129 (84 variable)
initial  value 549.306144 
iter  10 value 450.518826
iter  20 value 427.131913
iter  30 value 404.123690
iter  40 value 390.012276
iter  50 value 379.283518
iter  60 value 368.800973
iter  70 value 364.404807
iter  80 value 362.377697
iter  90 value 361.901050
final  value 361.897386 
converged
# weights:  129 (84 variable)
initial  value 549.306144 
iter  10 value 453.694938
iter  20 value 429.769313
iter  30 value 406.762562
iter  40 value 390.724752
iter  50 value 379.447893
iter  60 value 371.184970
iter  70 value 364.707258
iter  80 value 362.596037
iter  90 value 362.474523
final  value 362.472020 
converged
# weights:  129 (84 variable)
initial  value 549.306144 
iter  10 value 456.156265
iter  20 value 430.010045
iter  30 value 406.715640
iter  40 value 391.699873
iter  50 value 380.647816
iter  60 value 370.971799
iter  70 value 363.448706
iter  80 value 362.045309
iter  90 value 361.922118
final  value 361.910155 
converged
# weights:  129 (84 variable)
initial  value 549.306144 
iter  10 value 454.409734
iter  20 value 431.129191
iter  30 value 406.313935
iter  40 value 393.043630
iter  50 value 380.752197
iter  60 value 369.056030
iter  70 value 364.044631
iter  80 value 361.802651
iter  90 value 361.539846
final  value 361.530510 
converged
# weights:  129 (84 variable)
initial  value 549.306144 
iter  10 value 453.543081
iter  20 value 430.439667
iter  30 value 405.743051
iter  40 value 391.875210
iter  50 value 381.115369
iter  60 value 372.044534
iter  70 value 364.464412
iter  80 value 362.248086
iter  90 value 362.089992
final  value 362.087788 
converged
# weights:  129 (84 variable)
initial  value 549.306144 
iter  10 value 455.736653
iter  20 value 430.896569
iter  30 value 407.932616
iter  40 value 393.671914
iter  50 value 383.411682
iter  60 value 371.346867
iter  70 value 366.451128
iter  80 value 364.029673
iter  90 value 363.638687
final  value 363.609462 
converged
# weights:  129 (84 variable)
initial  value 549.306144 
iter  10 value 455.391879
iter  20 value 431.027519
iter  30 value 406.337232
iter  40 value 391.641139
iter  50 value 380.380555
iter  60 value 370.001859
iter  70 value 364.246509
iter  80 value 362.136076
iter  90 value 361.989995
final  value 361.988935 
converged
# weights:  129 (84 variable)
initial  value 549.306144 
iter  10 value 446.636250
iter  20 value 425.304967
iter  30 value 404.387366
iter  40 value 391.351299
iter  50 value 379.607368
iter  60 value 369.833027
iter  70 value 365.135380
iter  80 value 362.822846
iter  90 value 362.699090
final  value 362.697605 
converged
# weights:  129 (84 variable)
initial  value 549.306144 
iter  10 value 454.684733
iter  20 value 429.940753
iter  30 value 406.243900
iter  40 value 390.015739
iter  50 value 379.662110
iter  60 value 370.483425
iter  70 value 363.696102
iter  80 value 361.606010
iter  90 value 361.464441
final  value 361.462113 
converged
# weights:  129 (84 variable)
initial  value 549.306144 
iter  10 value 454.083218
iter  20 value 430.685855
iter  30 value 407.017781
iter  40 value 391.470082
iter  50 value 378.316802
iter  60 value 369.688964
iter  70 value 363.496197
iter  80 value 361.645339
iter  90 value 361.522126
final  value 361.520794 
converged
# weights:  129 (84 variable)
initial  value 549.306144 
iter  10 value 457.588539
iter  20 value 435.852808
iter  30 value 413.296129
iter  40 value 399.148880
iter  50 value 388.168559
iter  60 value 381.593031
iter  70 value 375.381970
iter  80 value 373.523855
iter  90 value 373.414324
final  value 373.413049 
converged
# weights:  129 (84 variable)
initial  value 549.306144 
iter  10 value 464.211289
iter  20 value 442.282075
iter  30 value 421.030753
iter  40 value 411.115859
iter  50 value 401.579356
iter  60 value 390.955464
iter  70 value 386.805140
iter  80 value 385.468783
iter  90 value 385.359538
final  value 385.358433 
converged
# weights:  129 (84 variable)
initial  value 549.306144 
iter  10 value 456.695757
iter  20 value 434.045042
iter  30 value 412.475986
iter  40 value 398.147378
iter  50 value 387.964001
iter  60 value 381.605616
iter  70 value 376.008967
iter  80 value 374.619422
iter  90 value 374.514598
final  value 374.502769 
converged
# weights:  129 (84 variable)
initial  value 549.306144 
iter  10 value 457.684988
iter  20 value 435.767491
iter  30 value 412.817930
iter  40 value 400.135083
iter  50 value 391.881773
iter  60 value 382.955332
iter  70 value 375.986166
iter  80 value 374.321120
iter  90 value 374.124608
final  value 374.123644 
converged
# weights:  129 (84 variable)
initial  value 549.306144 
iter  10 value 460.128227
iter  20 value 439.100994
iter  30 value 418.400646
iter  40 value 403.795691
iter  50 value 393.951803
iter  60 value 386.834613
iter  70 value 383.563626
iter  80 value 382.527075
iter  90 value 382.419543
final  value 382.415753 
converged
# weights:  135 (88 variable)
initial  value 549.306144 
iter  10 value 451.475794
iter  20 value 429.801565
iter  30 value 404.373700
iter  40 value 391.889127
iter  50 value 378.337254
iter  60 value 371.135583
iter  70 value 363.746249
iter  80 value 361.195602
iter  90 value 360.782937
final  value 360.762369 
converged
# weights:  135 (88 variable)
initial  value 549.306144 
iter  10 value 449.489015
iter  20 value 428.966222
iter  30 value 403.521353
iter  40 value 390.073310
iter  50 value 377.673218
iter  60 value 371.805773
iter  70 value 363.587258
iter  80 value 361.382108
iter  90 value 360.944101
final  value 360.912559 
converged
# weights:  135 (88 variable)
initial  value 549.306144 
iter  10 value 450.837934
iter  20 value 429.708452
iter  30 value 404.630134
iter  40 value 392.366115
iter  50 value 380.563627
iter  60 value 371.545717
iter  70 value 362.829862
iter  80 value 361.440426
iter  90 value 360.872112
final  value 360.838908 
converged
# weights:  135 (88 variable)
initial  value 549.306144 
iter  10 value 449.299334
iter  20 value 427.770809
iter  30 value 403.367725
iter  40 value 390.694688
iter  50 value 377.881724
iter  60 value 371.756435
iter  70 value 363.553092
iter  80 value 361.555589
iter  90 value 361.129535
final  value 361.096103 
converged
# weights:  135 (88 variable)
initial  value 549.306144 
iter  10 value 453.400768
iter  20 value 430.433275
iter  30 value 405.230891
iter  40 value 392.371897
iter  50 value 378.110539
iter  60 value 371.860721
iter  70 value 363.926031
iter  80 value 361.954003
iter  90 value 361.027638
final  value 360.993675 
converged
# weights:  135 (88 variable)
initial  value 549.306144 
iter  10 value 450.409167
iter  20 value 429.240199
iter  30 value 404.483778
iter  40 value 392.803433
iter  50 value 378.357515
iter  60 value 369.799721
iter  70 value 363.593109
iter  80 value 361.629017
iter  90 value 361.110766
final  value 361.059645 
converged
# weights:  135 (88 variable)
initial  value 549.306144 
iter  10 value 454.627868
iter  20 value 431.151267
iter  30 value 405.730007
iter  40 value 390.608024
iter  50 value 377.987029
iter  60 value 371.791670
iter  70 value 363.430096
iter  80 value 361.766845
iter  90 value 361.058216
final  value 361.002810 
converged
# weights:  135 (88 variable)
initial  value 549.306144 
iter  10 value 454.558042
iter  20 value 431.431109
iter  30 value 405.525359
iter  40 value 391.722807
iter  50 value 377.969612
iter  60 value 370.953009
iter  70 value 363.000445
iter  80 value 361.867779
iter  90 value 360.898710
final  value 360.860887 
converged
# weights:  129 (84 variable)
initial  value 549.306144 
iter  10 value 454.684733
iter  20 value 429.940753
iter  30 value 406.243900
iter  40 value 390.015739
iter  50 value 379.662110
iter  60 value 370.483425
iter  70 value 363.696102
iter  80 value 361.606010
iter  90 value 361.464441
final  value 361.462113 
converged
# weights:  126 (82 variable)
initial  value 549.306144 
iter  10 value 459.033315
iter  20 value 431.752121
iter  30 value 407.598277
iter  40 value 390.014735
iter  50 value 378.799014
iter  60 value 369.301600
iter  70 value 364.797159
iter  80 value 362.961858
iter  90 value 362.855453
final  value 362.855400 
converged
# weights:  126 (82 variable)
initial  value 549.306144 
iter  10 value 457.377619
iter  20 value 430.631313
iter  30 value 407.103625
iter  40 value 389.996142
iter  50 value 381.450049
iter  60 value 369.251779
iter  70 value 365.058892
iter  80 value 363.332449
iter  90 value 363.025831
final  value 363.025751 
converged
# weights:  126 (82 variable)
initial  value 549.306144 
iter  10 value 451.046150
iter  20 value 425.174816
iter  30 value 405.304853
iter  40 value 384.893734
iter  50 value 377.554178
iter  60 value 367.969969
iter  70 value 364.298628
iter  80 value 362.078139
iter  90 value 361.942999
final  value 361.942967 
converged
# weights:  126 (82 variable)
initial  value 549.306144 
iter  10 value 457.604784
iter  20 value 430.552783
iter  30 value 408.558535
iter  40 value 391.418593
iter  50 value 380.599793
iter  60 value 368.805953
iter  70 value 364.263894
iter  80 value 362.210193
iter  90 value 362.075608
final  value 362.075445 
converged
# weights:  126 (82 variable)
initial  value 549.306144 
iter  10 value 454.158123
iter  20 value 428.591386
iter  30 value 406.517073
iter  40 value 388.711226
iter  50 value 378.599643
iter  60 value 369.925003
iter  70 value 365.936551
iter  80 value 364.283589
iter  90 value 364.159042
final  value 364.159021 
converged
# weights:  126 (82 variable)
initial  value 549.306144 
iter  10 value 460.092540
iter  20 value 432.040336
iter  30 value 408.074682
iter  40 value 388.910674
iter  50 value 378.073344
iter  60 value 369.067451
iter  70 value 364.236245
iter  80 value 362.119127
iter  90 value 361.952102
final  value 361.952043 
converged
# weights:  126 (82 variable)
initial  value 549.306144 
iter  10 value 459.294471
iter  20 value 433.589101
iter  30 value 410.983441
iter  40 value 388.925631
iter  50 value 380.250026
iter  60 value 371.522026
iter  70 value 367.052528
iter  80 value 365.148647
iter  90 value 365.044768
final  value 365.044746 
converged
# weights:  126 (82 variable)
initial  value 549.306144 
iter  10 value 454.096624
iter  20 value 428.922211
iter  30 value 406.546549
iter  40 value 387.927208
iter  50 value 377.461153
iter  60 value 369.234985
iter  70 value 364.451626
iter  80 value 362.740069
iter  90 value 362.628805
final  value 362.628748 
converged
# weights:  126 (82 variable)
initial  value 549.306144 
iter  10 value 455.336634
iter  20 value 430.162593
iter  30 value 406.911066
iter  40 value 388.411036
iter  50 value 378.259776
iter  60 value 369.527155
iter  70 value 365.321403
iter  80 value 363.231155
iter  90 value 363.101384
final  value 363.101355 
converged
# weights:  126 (82 variable)
initial  value 549.306144 
iter  10 value 455.557983
iter  20 value 429.020591
iter  30 value 406.687043
iter  40 value 388.954311
iter  50 value 378.036493
iter  60 value 368.473527
iter  70 value 364.293840
iter  80 value 362.182190
iter  90 value 362.069307
final  value 362.069297 
converged
# weights:  126 (82 variable)
initial  value 549.306144 
iter  10 value 459.724786
iter  20 value 432.083851
iter  30 value 409.104249
iter  40 value 391.205524
iter  50 value 379.698972
iter  60 value 370.175229
iter  70 value 365.280703
iter  80 value 363.495124
iter  90 value 363.381459
final  value 363.381426 
converged
# weights:  126 (82 variable)
initial  value 549.306144 
iter  10 value 455.320199
iter  20 value 429.498080
iter  30 value 407.468097
iter  40 value 387.299940
iter  50 value 377.933376
iter  60 value 369.274156
iter  70 value 365.205038
iter  80 value 363.359245
iter  90 value 363.242187
final  value 363.242158 
converged
# weights:  126 (82 variable)
initial  value 549.306144 
iter  10 value 454.385673
iter  20 value 430.257901
iter  30 value 407.555777
iter  40 value 389.580619
iter  50 value 379.898403
iter  60 value 371.456100
iter  70 value 366.825498
iter  80 value 365.053684
iter  90 value 364.967645
final  value 364.967627 
converged
# weights:  126 (82 variable)
initial  value 549.306144 
iter  10 value 456.102799
iter  20 value 429.412399
iter  30 value 406.534864
iter  40 value 389.431013
iter  50 value 378.754843
iter  60 value 369.040899
iter  70 value 363.887886
iter  80 value 362.058230
iter  90 value 361.924545
final  value 361.924505 
converged
# weights:  126 (82 variable)
initial  value 549.306144 
iter  10 value 454.923223
iter  20 value 428.894055
iter  30 value 407.707393
iter  40 value 388.034031
iter  50 value 377.873967
iter  60 value 369.252533
iter  70 value 365.427294
iter  80 value 362.481448
iter  90 value 362.356816
final  value 362.356782 
converged
# weights:  126 (82 variable)
initial  value 549.306144 
iter  10 value 447.063083
iter  20 value 423.178004
iter  30 value 403.664122
iter  40 value 387.435800
iter  50 value 378.888693
iter  60 value 368.612322
iter  70 value 365.481323
iter  80 value 363.404793
iter  90 value 363.315539
final  value 363.315523 
converged
# weights:  126 (82 variable)
initial  value 549.306144 
iter  10 value 455.725983
iter  20 value 430.842702
iter  30 value 407.862147
iter  40 value 391.724505
iter  50 value 379.818806
iter  60 value 370.542355
iter  70 value 365.465850
iter  80 value 363.820835
iter  90 value 363.500680
final  value 363.500624 
converged
# weights:  126 (82 variable)
initial  value 549.306144 
iter  10 value 454.730075
iter  20 value 429.948088
iter  30 value 406.581953
iter  40 value 390.778374
iter  50 value 380.720262
iter  60 value 369.089727
iter  70 value 364.804090
iter  80 value 362.559428
iter  90 value 362.258100
final  value 362.257943 
converged
# weights:  126 (82 variable)
initial  value 549.306144 
iter  10 value 454.757274
iter  20 value 429.845785
iter  30 value 406.240294
iter  40 value 389.641032
iter  50 value 378.700510
iter  60 value 369.771109
iter  70 value 364.702263
iter  80 value 362.174996
iter  90 value 362.001921
final  value 362.001880 
converged
# weights:  126 (82 variable)
initial  value 549.306144 
iter  10 value 455.547815
iter  20 value 430.721400
iter  30 value 407.933580
iter  40 value 389.548031
iter  50 value 380.012702
iter  60 value 369.909879
iter  70 value 365.052641
iter  80 value 363.349239
iter  90 value 363.251001
final  value 363.250985 
converged
# weights:  126 (82 variable)
initial  value 549.306144 
iter  10 value 455.374844
iter  20 value 430.725575
iter  30 value 409.801114
iter  40 value 387.302517
iter  50 value 381.475293
iter  60 value 372.939954
iter  70 value 368.452234
iter  80 value 367.268671
iter  90 value 367.136082
final  value 367.136053 
converged
# weights:  126 (82 variable)
initial  value 549.306144 
iter  10 value 456.180876
iter  20 value 428.868282
iter  30 value 408.410979
iter  40 value 392.689893
iter  50 value 380.139877
iter  60 value 371.773975
iter  70 value 365.336571
iter  80 value 362.918366
iter  90 value 362.701808
final  value 362.701765 
converged
# weights:  126 (82 variable)
initial  value 549.306144 
iter  10 value 456.093095
iter  20 value 438.436058
iter  30 value 404.852947
iter  40 value 397.360562
iter  50 value 385.240110
iter  60 value 380.165190
iter  70 value 372.014202
iter  80 value 371.025373
iter  90 value 370.945131
final  value 370.944918 
converged
# weights:  126 (82 variable)
initial  value 549.306144 
iter  10 value 454.605451
iter  20 value 430.241778
iter  30 value 407.040385
iter  40 value 389.623660
iter  50 value 379.485416
iter  60 value 369.403387
iter  70 value 364.540602
iter  80 value 362.811456
iter  90 value 362.497862
final  value 362.497802 
converged
# weights:  126 (82 variable)
initial  value 549.306144 
iter  10 value 454.912712
iter  20 value 430.010958
iter  30 value 406.452165
iter  40 value 389.179364
iter  50 value 379.140132
iter  60 value 370.061254
iter  70 value 364.775266
iter  80 value 362.113984
iter  90 value 361.895828
final  value 361.895726 
converged
# weights:  126 (82 variable)
initial  value 549.306144 
iter  10 value 451.009019
iter  20 value 426.725524
iter  30 value 406.222157
iter  40 value 389.251664
iter  50 value 377.551091
iter  60 value 368.713773
iter  70 value 364.437896
iter  80 value 362.907178
iter  90 value 362.835498
final  value 362.835480 
converged
# weights:  126 (82 variable)
initial  value 549.306144 
iter  10 value 454.791459
iter  20 value 430.184274
iter  30 value 407.300476
iter  40 value 389.634471
iter  50 value 379.699250
iter  60 value 371.359979
iter  70 value 365.458762
iter  80 value 364.079118
iter  90 value 363.877683
final  value 363.877628 
converged
# weights:  126 (82 variable)
initial  value 549.306144 
iter  10 value 455.303087
iter  20 value 430.415522
iter  30 value 407.417140
iter  40 value 390.026859
iter  50 value 379.094704
iter  60 value 369.741919
iter  70 value 364.799818
iter  80 value 362.366275
iter  90 value 362.229304
final  value 362.229277 
converged
# weights:  126 (82 variable)
initial  value 549.306144 
iter  10 value 455.525182
iter  20 value 430.195601
iter  30 value 408.128528
iter  40 value 391.576383
iter  50 value 379.742249
iter  60 value 370.032451
iter  70 value 364.702929
iter  80 value 362.900142
iter  90 value 362.749936
final  value 362.749895 
converged
# weights:  126 (82 variable)
initial  value 549.306144 
iter  10 value 456.068433
iter  20 value 428.913517
iter  30 value 407.107892
iter  40 value 389.780901
iter  50 value 378.293265
iter  60 value 367.819464
iter  70 value 363.209510
iter  80 value 362.181317
iter  90 value 362.144575
final  value 362.144553 
converged
# weights:  126 (82 variable)
initial  value 549.306144 
iter  10 value 454.666951
iter  20 value 429.867425
iter  30 value 407.003895
iter  40 value 390.177184
iter  50 value 378.868294
iter  60 value 369.513632
iter  70 value 364.518073
iter  80 value 362.016546
iter  90 value 361.825353
final  value 361.825278 
converged
# weights:  126 (82 variable)
initial  value 549.306144 
iter  10 value 453.736926
iter  20 value 429.594890
iter  30 value 406.455331
iter  40 value 389.954250
iter  50 value 379.037428
iter  60 value 369.929894
iter  70 value 364.631597
iter  80 value 362.667139
iter  90 value 362.494215
final  value 362.494154 
converged
# weights:  126 (82 variable)
initial  value 549.306144 
iter  10 value 456.434464
iter  20 value 429.496847
iter  30 value 409.453673
iter  40 value 390.525629
iter  50 value 381.616859
iter  60 value 369.538049
iter  70 value 365.673797
iter  80 value 364.201809
iter  90 value 364.001546
final  value 364.001525 
converged
# weights:  126 (82 variable)
initial  value 549.306144 
iter  10 value 455.663407
iter  20 value 430.171579
iter  30 value 407.083897
iter  40 value 389.603726
iter  50 value 379.328103
iter  60 value 369.605958
iter  70 value 364.799012
iter  80 value 362.423112
iter  90 value 362.297824
final  value 362.297801 
converged
# weights:  126 (82 variable)
initial  value 549.306144 
iter  10 value 448.107268
iter  20 value 424.796715
iter  30 value 405.082893
iter  40 value 390.792226
iter  50 value 378.934407
iter  60 value 368.582188
iter  70 value 364.877254
iter  80 value 363.313428
iter  90 value 363.136860
final  value 363.136393 
converged
# weights:  126 (82 variable)
initial  value 549.306144 
iter  10 value 454.613808
iter  20 value 429.734934
iter  30 value 407.233068
iter  40 value 390.547504
iter  50 value 378.620438
iter  60 value 368.700420
iter  70 value 364.237428
iter  80 value 362.078434
iter  90 value 361.947771
final  value 361.947733 
converged
# weights:  126 (82 variable)
initial  value 549.306144 
iter  10 value 456.011703
iter  20 value 433.221495
iter  30 value 413.555603
iter  40 value 398.456393
iter  50 value 388.006695
iter  60 value 380.131461
iter  70 value 376.162619
iter  80 value 374.215632
iter  90 value 374.092797
final  value 374.092782 
converged
# weights:  126 (82 variable)
initial  value 549.306144 
iter  10 value 464.924837
iter  20 value 440.930347
iter  30 value 421.674245
iter  40 value 405.265652
iter  50 value 396.478219
iter  60 value 390.244973
iter  70 value 386.964800
iter  80 value 385.674833
iter  90 value 385.640502
iter  90 value 385.640501
iter  90 value 385.640501
final  value 385.640501 
converged
# weights:  126 (82 variable)
initial  value 549.306144 
iter  10 value 454.596754
iter  20 value 430.894392
iter  30 value 411.872634
iter  40 value 395.083276
iter  50 value 385.969679
iter  60 value 379.749664
iter  70 value 376.077958
iter  80 value 374.905286
iter  90 value 374.820560
final  value 374.820552 
converged
# weights:  126 (82 variable)
initial  value 549.306144 
iter  10 value 458.510982
iter  20 value 435.536858
iter  30 value 413.575289
iter  40 value 398.162648
iter  50 value 387.808066
iter  60 value 381.817568
iter  70 value 376.327698
iter  80 value 375.082660
iter  90 value 374.998623
final  value 374.998615 
converged
# weights:  126 (82 variable)
initial  value 549.306144 
iter  10 value 461.143792
iter  20 value 438.943407
iter  30 value 418.655429
iter  40 value 402.362812
iter  50 value 394.071681
iter  60 value 388.314029
iter  70 value 384.412067
iter  80 value 383.026759
iter  90 value 382.949311
final  value 382.949300 
converged
# weights:  132 (86 variable)
initial  value 549.306144 
iter  10 value 451.742891
iter  20 value 428.905365
iter  30 value 404.983030
iter  40 value 391.418249
iter  50 value 381.734608
iter  60 value 371.882550
iter  70 value 364.409391
iter  80 value 361.477849
iter  90 value 361.140490
final  value 361.115454 
converged
# weights:  132 (86 variable)
initial  value 549.306144 
iter  10 value 449.658028
iter  20 value 428.002891
iter  30 value 403.425090
iter  40 value 389.661106
iter  50 value 377.415884
iter  60 value 370.288150
iter  70 value 363.244621
iter  80 value 361.472765
iter  90 value 361.259472
final  value 361.254950 
converged
# weights:  132 (86 variable)
initial  value 549.306144 
iter  10 value 451.946158
iter  20 value 429.371829
iter  30 value 405.957330
iter  40 value 391.761738
iter  50 value 377.829696
iter  60 value 371.995889
iter  70 value 363.531778
iter  80 value 361.441063
iter  90 value 361.210933
final  value 361.206669 
converged
# weights:  132 (86 variable)
initial  value 549.306144 
iter  10 value 449.441541
iter  20 value 426.847071
iter  30 value 403.638151
iter  40 value 390.029593
iter  50 value 377.814171
iter  60 value 371.192648
iter  70 value 363.417709
iter  80 value 361.816349
iter  90 value 361.469036
final  value 361.449559 
converged
# weights:  132 (86 variable)
initial  value 549.306144 
iter  10 value 453.452407
iter  20 value 429.323656
iter  30 value 405.715902
iter  40 value 390.959691
iter  50 value 377.868978
iter  60 value 370.627561
iter  70 value 363.685776
iter  80 value 361.532099
iter  90 value 361.380482
final  value 361.346986 
converged
# weights:  132 (86 variable)
initial  value 549.306144 
iter  10 value 451.329334
iter  20 value 428.949931
iter  30 value 405.294280
iter  40 value 391.047801
iter  50 value 377.606338
iter  60 value 369.397218
iter  70 value 363.629865
iter  80 value 361.621109
iter  90 value 361.420104
final  value 361.413385 
converged
# weights:  132 (86 variable)
initial  value 549.306144 
iter  10 value 452.677753
iter  20 value 428.102153
iter  30 value 405.502578
iter  40 value 388.455011
iter  50 value 377.903830
iter  60 value 370.731408
iter  70 value 364.116385
iter  80 value 361.597036
iter  90 value 361.353929
final  value 361.345505 
converged
# weights:  132 (86 variable)
initial  value 549.306144 
iter  10 value 454.249314
iter  20 value 429.688779
iter  30 value 406.370233
iter  40 value 392.247402
iter  50 value 379.911506
iter  60 value 371.739881
iter  70 value 363.310520
iter  80 value 361.516583
iter  90 value 361.224666
final  value 361.203717 
converged
# weights:  132 (86 variable)
initial  value 549.306144 
iter  10 value 454.360848
iter  20 value 430.944952
iter  30 value 405.664422
iter  40 value 393.298344
iter  50 value 381.499644
iter  60 value 370.044713
iter  70 value 363.561887
iter  80 value 361.406380
iter  90 value 361.117816
final  value 361.109570 
converged
# weights:  126 (82 variable)
initial  value 549.306144 
iter  10 value 454.666951
iter  20 value 429.867425
iter  30 value 407.003895
iter  40 value 390.177184
iter  50 value 378.868294
iter  60 value 369.513632
iter  70 value 364.518073
iter  80 value 362.016546
iter  90 value 361.825353
final  value 361.825278 
converged
# weights:  123 (80 variable)
initial  value 549.306144 
iter  10 value 459.005373
iter  20 value 431.636224
iter  30 value 408.453011
iter  40 value 392.538988
iter  50 value 381.083037
iter  60 value 369.616657
iter  70 value 365.054621
iter  80 value 363.332748
iter  90 value 363.219201
iter  90 value 363.219200
iter  90 value 363.219200
final  value 363.219200 
converged
# weights:  123 (80 variable)
initial  value 549.306144 
iter  10 value 457.333371
iter  20 value 430.630178
iter  30 value 408.121722
iter  40 value 390.120059
iter  50 value 378.556848
iter  60 value 368.909451
iter  70 value 365.045383
iter  80 value 363.449681
iter  90 value 363.361529
iter  90 value 363.361528
iter  90 value 363.361528
final  value 363.361528 
converged
# weights:  123 (80 variable)
initial  value 549.306144 
iter  10 value 450.723397
iter  20 value 425.000977
iter  30 value 405.990539
iter  40 value 384.667272
iter  50 value 376.287562
iter  60 value 368.008519
iter  70 value 363.698530
iter  80 value 362.430750
iter  90 value 362.313344
iter  90 value 362.313344
iter  90 value 362.313344
final  value 362.313344 
converged
# weights:  123 (80 variable)
initial  value 549.306144 
iter  10 value 457.610211
iter  20 value 430.516908
iter  30 value 408.723256
iter  40 value 388.166941
iter  50 value 377.646274
iter  60 value 368.043556
iter  70 value 364.036547
iter  80 value 362.578869
final  value 362.461774 
converged
# weights:  123 (80 variable)
initial  value 549.306144 
iter  10 value 454.106903
iter  20 value 428.073102
iter  30 value 406.471914
iter  40 value 388.049020
iter  50 value 377.122776
iter  60 value 369.579796
iter  70 value 365.895842
iter  80 value 364.722876
iter  90 value 364.538916
iter  90 value 364.538916
iter  90 value 364.538916
final  value 364.538916 
converged
# weights:  123 (80 variable)
initial  value 549.306144 
iter  10 value 460.121993
iter  20 value 432.110261
iter  30 value 408.834005
iter  40 value 388.677016
iter  50 value 377.228460
iter  60 value 367.827947
iter  70 value 363.827377
iter  80 value 362.356875
final  value 362.286316 
converged
# weights:  123 (80 variable)
initial  value 549.306144 
iter  10 value 454.420048
iter  20 value 427.827389
iter  30 value 409.541583
iter  40 value 385.923255
iter  50 value 378.765482
iter  60 value 371.236312
iter  70 value 366.709230
iter  80 value 365.467640
final  value 365.352965 
converged
# weights:  123 (80 variable)
initial  value 549.306144 
iter  10 value 454.083030
iter  20 value 428.477614
iter  30 value 406.411452
iter  40 value 389.203911
iter  50 value 378.932947
iter  60 value 368.091795
iter  70 value 364.591866
iter  80 value 363.027513
final  value 362.953166 
converged
# weights:  123 (80 variable)
initial  value 549.306144 
iter  10 value 455.368815
iter  20 value 430.298876
iter  30 value 408.041008
iter  40 value 388.637385
iter  50 value 378.654452
iter  60 value 368.589172
iter  70 value 366.055113
iter  80 value 364.044172
final  value 363.534876 
converged
# weights:  123 (80 variable)
initial  value 549.306144 
iter  10 value 455.582070
iter  20 value 428.678584
iter  30 value 407.695374
iter  40 value 388.347274
iter  50 value 377.564718
iter  60 value 368.573670
iter  70 value 363.347429
iter  80 value 362.490633
final  value 362.387267 
converged
# weights:  123 (80 variable)
initial  value 549.306144 
iter  10 value 459.612443
iter  20 value 432.058311
iter  30 value 409.527605
iter  40 value 389.391822
iter  50 value 379.253713
iter  60 value 369.348069
iter  70 value 365.394061
iter  80 value 363.815231
iter  90 value 363.705462
iter  90 value 363.705462
iter  90 value 363.705462
final  value 363.705462 
converged
# weights:  123 (80 variable)
initial  value 549.306144 
iter  10 value 453.136789
iter  20 value 427.179339
iter  30 value 407.812522
iter  40 value 387.282328
iter  50 value 379.269709
iter  60 value 368.850934
iter  70 value 365.414093
iter  80 value 363.694704
iter  90 value 363.531656
iter  90 value 363.531655
iter  90 value 363.531655
final  value 363.531655 
converged
# weights:  123 (80 variable)
initial  value 549.306144 
iter  10 value 454.301219
iter  20 value 430.166637
iter  30 value 408.346249
iter  40 value 389.830161
iter  50 value 380.335643
iter  60 value 370.855817
iter  70 value 366.416963
iter  80 value 365.413653
final  value 365.352502 
converged
# weights:  123 (80 variable)
initial  value 549.306144 
iter  10 value 456.182606
iter  20 value 429.508349
iter  30 value 407.113457
iter  40 value 389.072740
iter  50 value 378.933039
iter  60 value 368.905262
iter  70 value 363.831976
iter  80 value 362.357036
final  value 362.266176 
converged
# weights:  123 (80 variable)
initial  value 549.306144 
iter  10 value 454.909247
iter  20 value 428.693629
iter  30 value 407.971691
iter  40 value 391.479638
iter  50 value 380.673287
iter  60 value 368.763966
iter  70 value 364.035248
iter  80 value 362.781775
final  value 362.697613 
converged
# weights:  123 (80 variable)
initial  value 549.306144 
iter  10 value 446.649470
iter  20 value 422.579789
iter  30 value 403.862198
iter  40 value 390.723721
iter  50 value 380.444184
iter  60 value 368.691716
iter  70 value 364.644723
iter  80 value 363.750065
iter  90 value 363.631135
iter  90 value 363.631135
iter  90 value 363.631135
final  value 363.631135 
converged
# weights:  123 (80 variable)
initial  value 549.306144 
iter  10 value 455.981622
iter  20 value 430.766378
iter  30 value 408.481527
iter  40 value 391.016069
iter  50 value 380.452679
iter  60 value 370.011367
iter  70 value 365.548339
iter  80 value 363.890379
final  value 363.814150 
converged
# weights:  123 (80 variable)
initial  value 549.306144 
iter  10 value 454.803476
iter  20 value 430.257078
iter  30 value 407.613049
iter  40 value 388.941985
iter  50 value 378.723751
iter  60 value 368.721899
iter  70 value 364.207726
iter  80 value 362.971836
iter  90 value 362.676233
iter  90 value 362.676231
iter  90 value 362.676231
final  value 362.676231 
converged
# weights:  123 (80 variable)
initial  value 549.306144 
iter  10 value 454.722515
iter  20 value 429.872782
iter  30 value 407.640926
iter  40 value 389.560375
iter  50 value 378.184477
iter  60 value 368.594803
iter  70 value 363.958465
iter  80 value 362.399789
final  value 362.320226 
converged
# weights:  123 (80 variable)
initial  value 549.306144 
iter  10 value 455.762245
iter  20 value 430.855610
iter  30 value 408.834104
iter  40 value 392.485459
iter  50 value 382.574868
iter  60 value 369.460215
iter  70 value 366.312265
iter  80 value 363.911100
iter  90 value 363.665428
iter  90 value 363.665427
iter  90 value 363.665427
final  value 363.665427 
converged
# weights:  123 (80 variable)
initial  value 549.306144 
iter  10 value 455.358608
iter  20 value 430.290344
iter  30 value 409.491904
iter  40 value 387.112078
iter  50 value 382.146767
iter  60 value 372.956141
iter  70 value 368.310368
iter  80 value 367.543248
final  value 367.473162 
converged
# weights:  123 (80 variable)
initial  value 549.306144 
iter  10 value 456.218030
iter  20 value 428.901956
iter  30 value 409.022215
iter  40 value 387.229725
iter  50 value 377.739631
iter  60 value 369.503206
iter  70 value 364.236461
iter  80 value 363.176747
iter  90 value 363.004505
iter  90 value 363.004504
iter  90 value 363.004504
final  value 363.004504 
converged
# weights:  123 (80 variable)
initial  value 549.306144 
iter  10 value 456.048120
iter  20 value 438.199301
iter  30 value 405.959481
iter  40 value 397.923473
iter  50 value 384.452739
iter  60 value 379.227980
iter  70 value 371.860677
iter  80 value 371.070839
final  value 371.042958 
converged
# weights:  123 (80 variable)
initial  value 549.306144 
iter  10 value 454.551726
iter  20 value 430.073427
iter  30 value 408.118563
iter  40 value 389.662982
iter  50 value 380.016783
iter  60 value 369.247659
iter  70 value 364.199398
iter  80 value 362.934531
iter  90 value 362.867675
iter  90 value 362.867675
iter  90 value 362.867675
final  value 362.867675 
converged
# weights:  123 (80 variable)
initial  value 549.306144 
iter  10 value 454.894626
iter  20 value 429.738357
iter  30 value 407.382600
iter  40 value 389.921574
iter  50 value 379.036276
iter  60 value 368.688663
iter  70 value 363.833199
iter  80 value 362.372025
final  value 362.310096 
converged
# weights:  123 (80 variable)
initial  value 549.306144 
iter  10 value 451.108730
iter  20 value 426.633089
iter  30 value 406.338953
iter  40 value 389.275391
iter  50 value 378.011520
iter  60 value 368.460023
iter  70 value 364.343189
iter  80 value 363.238515
final  value 363.176050 
converged
# weights:  123 (80 variable)
initial  value 549.306144 
iter  10 value 454.911769
iter  20 value 430.476523
iter  30 value 408.936416
iter  40 value 390.425149
iter  50 value 378.052288
iter  60 value 369.220305
iter  70 value 366.213157
iter  80 value 364.306777
final  value 364.219423 
converged
# weights:  123 (80 variable)
initial  value 549.306144 
iter  10 value 455.228817
iter  20 value 430.153274
iter  30 value 408.171156
iter  40 value 389.437808
iter  50 value 379.838554
iter  60 value 369.309219
iter  70 value 364.089172
iter  80 value 362.710269
iter  90 value 362.576916
iter  90 value 362.576916
iter  90 value 362.576916
final  value 362.576916 
converged
# weights:  123 (80 variable)
initial  value 549.306144 
iter  10 value 456.176388
iter  20 value 430.892403
iter  30 value 409.399183
iter  40 value 394.080273
iter  50 value 383.263731
iter  60 value 369.332950
iter  70 value 365.059228
iter  80 value 363.365851
iter  90 value 363.247624
iter  90 value 363.247623
iter  90 value 363.247623
final  value 363.247623 
converged
# weights:  123 (80 variable)
initial  value 549.306144 
iter  10 value 456.017363
iter  20 value 428.829074
iter  30 value 407.461096
iter  40 value 390.745320
iter  50 value 379.011077
iter  60 value 365.958070
iter  70 value 363.309105
iter  80 value 362.483117
final  value 362.456435 
converged
# weights:  123 (80 variable)
initial  value 549.306144 
iter  10 value 453.591264
iter  20 value 429.364527
iter  30 value 406.600962
iter  40 value 390.563013
iter  50 value 380.754431
iter  60 value 369.401685
iter  70 value 364.584397
iter  80 value 362.974990
final  value 362.904437 
converged
# weights:  123 (80 variable)
initial  value 549.306144 
iter  10 value 456.396514
iter  20 value 428.955646
iter  30 value 409.210044
iter  40 value 390.373363
iter  50 value 378.930653
iter  60 value 369.838766
iter  70 value 365.890130
iter  80 value 364.541746
final  value 364.477335 
converged
# weights:  123 (80 variable)
initial  value 549.306144 
iter  10 value 455.716555
iter  20 value 429.906366
iter  30 value 407.423191
iter  40 value 389.482564
iter  50 value 379.426853
iter  60 value 368.884480
iter  70 value 364.204345
iter  80 value 362.741258
final  value 362.614808 
converged
# weights:  123 (80 variable)
initial  value 549.306144 
iter  10 value 448.193561
iter  20 value 424.584833
iter  30 value 406.017076
iter  40 value 391.524313
iter  50 value 379.926252
iter  60 value 368.605521
iter  70 value 365.026227
iter  80 value 363.597708
iter  90 value 363.460273
iter  90 value 363.460272
iter  90 value 363.460272
final  value 363.460272 
converged
# weights:  123 (80 variable)
initial  value 549.306144 
iter  10 value 454.657829
iter  20 value 429.509171
iter  30 value 407.595182
iter  40 value 389.815753
iter  50 value 378.768184
iter  60 value 368.067899
iter  70 value 364.057964
iter  80 value 362.468826
final  value 362.391970 
converged
# weights:  123 (80 variable)
initial  value 549.306144 
iter  10 value 456.092912
iter  20 value 433.124522
iter  30 value 414.015924
iter  40 value 397.929110
iter  50 value 387.851153
iter  60 value 379.333466
iter  70 value 376.030863
iter  80 value 374.796118
final  value 374.686320 
converged
# weights:  123 (80 variable)
initial  value 549.306144 
iter  10 value 465.040126
iter  20 value 440.765257
iter  30 value 421.699855
iter  40 value 404.282867
iter  50 value 396.738388
iter  60 value 389.829643
iter  70 value 387.308404
iter  80 value 386.284814
final  value 386.191576 
converged
# weights:  123 (80 variable)
initial  value 549.306144 
iter  10 value 454.577129
iter  20 value 431.259878
iter  30 value 412.587574
iter  40 value 396.721832
iter  50 value 387.223991
iter  60 value 379.147493
iter  70 value 376.664252
iter  80 value 375.249806
final  value 375.136068 
converged
# weights:  123 (80 variable)
initial  value 549.306144 
iter  10 value 458.503692
iter  20 value 435.650840
iter  30 value 414.054779
iter  40 value 398.887404
iter  50 value 388.924909
iter  60 value 380.809428
iter  70 value 377.313834
iter  80 value 375.649078
final  value 375.546332 
converged
# weights:  123 (80 variable)
initial  value 549.306144 
iter  10 value 461.126263
iter  20 value 439.255972
iter  30 value 419.681610
iter  40 value 402.760278
iter  50 value 395.060557
iter  60 value 387.428296
iter  70 value 384.854155
iter  80 value 383.537875
final  value 383.467772 
converged
# weights:  129 (84 variable)
initial  value 549.306144 
iter  10 value 451.749152
iter  20 value 428.629014
iter  30 value 405.539441
iter  40 value 392.530454
iter  50 value 379.464660
iter  60 value 370.644021
iter  70 value 363.809806
iter  80 value 361.772503
iter  90 value 361.504013
final  value 361.498859 
converged
# weights:  129 (84 variable)
initial  value 549.306144 
iter  10 value 449.772546
iter  20 value 428.038028
iter  30 value 404.926755
iter  40 value 390.781771
iter  50 value 379.577545
iter  60 value 370.909266
iter  70 value 363.968522
iter  80 value 361.715641
iter  90 value 361.551616
final  value 361.549283 
converged
# weights:  129 (84 variable)
initial  value 549.306144 
iter  10 value 451.935951
iter  20 value 429.422408
iter  30 value 406.048867
iter  40 value 391.784233
iter  50 value 378.415416
iter  60 value 371.066997
iter  70 value 363.980010
iter  80 value 361.833284
iter  90 value 361.601054
final  value 361.598448 
converged
# weights:  129 (84 variable)
initial  value 549.306144 
iter  10 value 449.392368
iter  20 value 426.963856
iter  30 value 404.753921
iter  40 value 389.688901
iter  50 value 378.504653
iter  60 value 370.927025
iter  70 value 363.949698
iter  80 value 361.913116
iter  90 value 361.816584
final  value 361.815253 
converged
# weights:  129 (84 variable)
initial  value 549.306144 
iter  10 value 453.342371
iter  20 value 429.009680
iter  30 value 405.930880
iter  40 value 390.783057
iter  50 value 377.878114
iter  60 value 369.723777
iter  70 value 363.678990
iter  80 value 361.754176
iter  90 value 361.681197
final  value 361.680047 
converged
# weights:  129 (84 variable)
initial  value 549.306144 
iter  10 value 451.286219
iter  20 value 429.090554
iter  30 value 405.741096
iter  40 value 393.103471
iter  50 value 380.188628
iter  60 value 368.154855
iter  70 value 363.918097
iter  80 value 361.976215
iter  90 value 361.789837
final  value 361.787738 
converged
# weights:  129 (84 variable)
initial  value 549.306144 
iter  10 value 454.684733
iter  20 value 429.940753
iter  30 value 406.243900
iter  40 value 390.015739
iter  50 value 379.662110
iter  60 value 370.483425
iter  70 value 363.696102
iter  80 value 361.606010
iter  90 value 361.464441
final  value 361.462113 
converged
# weights:  129 (84 variable)
initial  value 549.306144 
iter  10 value 452.661875
iter  20 value 427.989947
iter  30 value 406.616426
iter  40 value 387.359501
iter  50 value 377.734281
iter  60 value 369.138318
iter  70 value 363.748182
iter  80 value 361.917586
iter  90 value 361.708152
final  value 361.704363 
converged
# weights:  129 (84 variable)
initial  value 549.306144 
iter  10 value 454.168957
iter  20 value 429.428787
iter  30 value 406.334774
iter  40 value 390.787807
iter  50 value 378.546918
iter  60 value 370.078247
iter  70 value 363.690923
iter  80 value 362.039107
iter  90 value 361.562770
final  value 361.558705 
converged
# weights:  129 (84 variable)
initial  value 549.306144 
iter  10 value 454.409734
iter  20 value 431.129191
iter  30 value 406.313935
iter  40 value 393.043630
iter  50 value 380.752197
iter  60 value 369.056030
iter  70 value 364.044631
iter  80 value 361.802651
iter  90 value 361.539846
final  value 361.530510 
converged
# weights:  123 (80 variable)
initial  value 549.306144 
iter  10 value 456.182606
iter  20 value 429.508349
iter  30 value 407.113457
iter  40 value 389.072740
iter  50 value 378.933039
iter  60 value 368.905262
iter  70 value 363.831976
iter  80 value 362.357036
final  value 362.266176 
converged
# weights:  120 (78 variable)
initial  value 549.306144 
iter  10 value 455.489252
iter  20 value 425.710715
iter  30 value 406.220340
iter  40 value 390.077636
iter  50 value 379.110026
iter  60 value 369.910703
iter  70 value 364.411298
iter  80 value 363.782512
final  value 363.747368 
converged
# weights:  120 (78 variable)
initial  value 549.306144 
iter  10 value 459.164908
iter  20 value 429.945962
iter  30 value 408.028256
iter  40 value 388.314223
iter  50 value 377.601075
iter  60 value 369.272809
iter  70 value 364.558781
iter  80 value 363.834529
final  value 363.800088 
converged
# weights:  120 (78 variable)
initial  value 549.306144 
iter  10 value 452.209082
iter  20 value 424.867771
iter  30 value 406.510677
iter  40 value 386.013769
iter  50 value 376.880190
iter  60 value 367.633225
iter  70 value 363.908481
iter  80 value 362.755428
final  value 362.715435 
converged
# weights:  120 (78 variable)
initial  value 549.306144 
iter  10 value 459.295525
iter  20 value 430.016408
iter  30 value 409.354077
iter  40 value 390.152746
iter  50 value 378.672899
iter  60 value 368.406696
iter  70 value 363.783463
iter  80 value 363.058416
final  value 362.984932 
converged
# weights:  120 (78 variable)
initial  value 549.306144 
iter  10 value 455.747131
iter  20 value 427.938927
iter  30 value 406.851114
iter  40 value 387.399790
iter  50 value 377.844621
iter  60 value 369.734233
iter  70 value 365.563145
iter  80 value 365.118945
final  value 365.082864 
converged
# weights:  120 (78 variable)
initial  value 549.306144 
iter  10 value 461.761110
iter  20 value 431.290896
iter  30 value 408.883694
iter  40 value 387.001139
iter  50 value 376.976892
iter  60 value 367.964627
iter  70 value 363.641416
iter  80 value 362.821460
final  value 362.795666 
converged
# weights:  120 (78 variable)
initial  value 549.306144 
iter  10 value 456.047011
iter  20 value 428.854501
iter  30 value 410.243807
iter  40 value 386.691978
iter  50 value 376.881430
iter  60 value 371.006855
iter  70 value 366.411874
iter  80 value 365.811203
final  value 365.729084 
converged
# weights:  120 (78 variable)
initial  value 549.306144 
iter  10 value 455.854173
iter  20 value 428.264892
iter  30 value 406.659480
iter  40 value 385.873360
iter  50 value 376.246043
iter  60 value 368.515455
iter  70 value 363.952835
iter  80 value 363.490073
final  value 363.444924 
converged
# weights:  120 (78 variable)
initial  value 549.306144 
iter  10 value 457.111836
iter  20 value 430.198922
iter  30 value 409.316043
iter  40 value 387.313639
iter  50 value 377.339174
iter  60 value 369.185346
iter  70 value 365.078254
iter  80 value 364.167424
final  value 364.086342 
converged
# weights:  120 (78 variable)
initial  value 549.306144 
iter  10 value 457.377967
iter  20 value 428.245819
iter  30 value 407.924246
iter  40 value 389.962822
iter  50 value 377.035956
iter  60 value 368.258096
iter  70 value 363.499182
iter  80 value 362.839509
final  value 362.821754 
converged
# weights:  120 (78 variable)
initial  value 549.306144 
iter  10 value 457.107606
iter  20 value 427.356127
iter  30 value 408.526968
iter  40 value 386.531167
iter  50 value 377.969567
iter  60 value 369.386389
iter  70 value 364.844772
iter  80 value 364.246975
final  value 364.150861 
converged
# weights:  120 (78 variable)
initial  value 549.306144 
iter  10 value 455.319062
iter  20 value 427.119743
iter  30 value 408.040200
iter  40 value 387.950366
iter  50 value 376.395940
iter  60 value 369.126576
iter  70 value 365.110487
iter  80 value 364.094353
final  value 363.998648 
converged
# weights:  120 (78 variable)
initial  value 549.306144 
iter  10 value 456.155296
iter  20 value 430.130061
iter  30 value 408.654072
iter  40 value 390.169922
iter  50 value 379.311337
iter  60 value 371.145333
iter  70 value 367.003813
iter  80 value 365.728069
final  value 365.678636 
converged
# weights:  120 (78 variable)
initial  value 549.306144 
iter  10 value 456.278272
iter  20 value 428.686299
iter  30 value 408.065745
iter  40 value 388.655085
iter  50 value 377.921623
iter  60 value 368.596051
iter  70 value 364.341501
iter  80 value 363.160049
final  value 363.126352 
converged
# weights:  120 (78 variable)
initial  value 549.306144 
iter  10 value 447.598022
iter  20 value 421.866922
iter  30 value 404.466484
iter  40 value 386.439809
iter  50 value 376.736074
iter  60 value 369.055540
iter  70 value 364.727599
iter  80 value 364.080047
final  value 364.052261 
converged
# weights:  120 (78 variable)
initial  value 549.306144 
iter  10 value 457.457476
iter  20 value 430.349303
iter  30 value 408.859325
iter  40 value 388.717342
iter  50 value 378.123534
iter  60 value 370.576873
iter  70 value 365.077187
iter  80 value 364.374425
final  value 364.358656 
converged
# weights:  120 (78 variable)
initial  value 549.306144 
iter  10 value 456.285456
iter  20 value 429.959573
iter  30 value 407.840902
iter  40 value 392.235409
iter  50 value 382.611745
iter  60 value 368.948098
iter  70 value 364.066589
iter  80 value 363.175507
final  value 363.117430 
converged
# weights:  120 (78 variable)
initial  value 549.306144 
iter  10 value 456.328005
iter  20 value 429.700802
iter  30 value 407.665183
iter  40 value 388.924622
iter  50 value 378.249848
iter  60 value 368.266228
iter  70 value 363.746467
iter  80 value 362.839946
final  value 362.813207 
converged
# weights:  120 (78 variable)
initial  value 549.306144 
iter  10 value 457.298605
iter  20 value 430.450904
iter  30 value 409.169292
iter  40 value 389.502341
iter  50 value 380.377838
iter  60 value 369.425193
iter  70 value 364.748143
iter  80 value 364.057935
final  value 363.975061 
converged
# weights:  120 (78 variable)
initial  value 549.306144 
iter  10 value 456.827997
iter  20 value 429.950602
iter  30 value 409.644624
iter  40 value 387.830107
iter  50 value 381.578708
iter  60 value 373.518811
iter  70 value 368.233200
iter  80 value 367.831512
final  value 367.778887 
converged
# weights:  120 (78 variable)
initial  value 549.306144 
iter  10 value 452.824791
iter  20 value 423.673052
iter  30 value 405.592227
iter  40 value 384.363855
iter  50 value 375.083485
iter  60 value 367.081724
iter  70 value 364.320985
iter  80 value 363.468274
final  value 363.428588 
converged
# weights:  120 (78 variable)
initial  value 549.306144 
iter  10 value 457.585268
iter  20 value 437.917043
iter  30 value 406.498696
iter  40 value 397.881997
iter  50 value 385.026065
iter  60 value 376.639520
iter  70 value 372.565963
iter  80 value 371.415647
final  value 371.369329 
converged
# weights:  120 (78 variable)
initial  value 549.306144 
iter  10 value 456.174675
iter  20 value 429.935598
iter  30 value 408.447676
iter  40 value 390.869742
iter  50 value 380.852398
iter  60 value 369.267565
iter  70 value 364.101425
iter  80 value 363.312558
final  value 363.245895 
converged
# weights:  120 (78 variable)
initial  value 549.306144 
iter  10 value 456.436748
iter  20 value 429.497147
iter  30 value 407.614609
iter  40 value 388.641855
iter  50 value 379.754909
iter  60 value 368.644436
iter  70 value 363.923767
iter  80 value 362.828620
final  value 362.760057 
converged
# weights:  120 (78 variable)
initial  value 549.306144 
iter  10 value 452.698066
iter  20 value 426.732430
iter  30 value 407.105959
iter  40 value 391.806494
iter  50 value 376.792733
iter  60 value 368.859494
iter  70 value 364.379448
iter  80 value 363.701293
final  value 363.652897 
converged
# weights:  120 (78 variable)
initial  value 549.306144 
iter  10 value 456.455615
iter  20 value 430.185686
iter  30 value 408.958305
iter  40 value 389.699011
iter  50 value 378.271524
iter  60 value 368.209061
iter  70 value 365.796903
iter  80 value 364.704599
final  value 364.649772 
converged
# weights:  120 (78 variable)
initial  value 549.306144 
iter  10 value 451.634017
iter  20 value 424.395105
iter  30 value 404.644382
iter  40 value 384.554677
iter  50 value 377.454893
iter  60 value 369.326716
iter  70 value 363.786607
iter  80 value 363.165648
final  value 363.074152 
converged
# weights:  120 (78 variable)
initial  value 549.306144 
iter  10 value 458.130494
iter  20 value 431.138905
iter  30 value 410.051197
iter  40 value 394.980690
iter  50 value 380.770422
iter  60 value 368.776967
iter  70 value 364.992029
iter  80 value 363.726012
final  value 363.581539 
converged
# weights:  120 (78 variable)
initial  value 549.306144 
iter  10 value 457.379055
iter  20 value 428.526683
iter  30 value 407.576876
iter  40 value 389.206945
iter  50 value 378.788573
iter  60 value 365.777279
iter  70 value 363.709608
iter  80 value 362.892781
final  value 362.847424 
converged
# weights:  120 (78 variable)
initial  value 549.306144 
iter  10 value 455.105321
iter  20 value 429.349653
iter  30 value 407.338818
iter  40 value 388.833103
iter  50 value 378.823457
iter  60 value 368.760449
iter  70 value 364.649222
iter  80 value 363.393643
final  value 363.367753 
converged
# weights:  120 (78 variable)
initial  value 549.306144 
iter  10 value 453.728147
iter  20 value 425.280527
iter  30 value 407.614055
iter  40 value 387.928911
iter  50 value 376.594221
iter  60 value 369.452301
iter  70 value 366.076293
iter  80 value 365.117374
final  value 365.074576 
converged
# weights:  120 (78 variable)
initial  value 549.306144 
iter  10 value 452.351570
iter  20 value 424.647506
iter  30 value 405.553302
iter  40 value 385.600181
iter  50 value 375.725719
iter  60 value 366.751709
iter  70 value 363.970375
iter  80 value 363.161706
final  value 363.044566 
converged
# weights:  120 (78 variable)
initial  value 549.306144 
iter  10 value 449.520064
iter  20 value 424.576084
iter  30 value 406.131564
iter  40 value 388.134494
iter  50 value 376.890350
iter  60 value 368.415660
iter  70 value 364.463484
iter  80 value 363.898352
final  value 363.868104 
converged
# weights:  120 (78 variable)
initial  value 549.306144 
iter  10 value 451.501603
iter  20 value 424.724932
iter  30 value 405.547237
iter  40 value 385.384505
iter  50 value 376.134390
iter  60 value 368.972658
iter  70 value 363.489817
iter  80 value 362.848825
final  value 362.798791 
converged
# weights:  120 (78 variable)
initial  value 549.306144 
iter  10 value 458.033104
iter  20 value 433.407353
iter  30 value 415.338577
iter  40 value 399.110002
iter  50 value 389.370365
iter  60 value 380.831284
iter  70 value 376.242616
iter  80 value 375.325400
final  value 375.294506 
converged
# weights:  120 (78 variable)
initial  value 549.306144 
iter  10 value 466.351675
iter  20 value 440.316676
iter  30 value 422.372722
iter  40 value 406.208567
iter  50 value 398.066197
iter  60 value 390.406018
iter  70 value 387.445435
iter  80 value 386.865335
final  value 386.850146 
converged
# weights:  120 (78 variable)
initial  value 549.306144 
iter  10 value 458.855717
iter  20 value 433.519225
iter  30 value 414.208405
iter  40 value 395.247010
iter  50 value 387.955902
iter  60 value 379.816072
iter  70 value 376.211718
iter  80 value 375.680236
final  value 375.669755 
converged
# weights:  120 (78 variable)
initial  value 549.306144 
iter  10 value 459.692972
iter  20 value 435.215879
iter  30 value 414.934156
iter  40 value 399.658962
iter  50 value 390.996014
iter  60 value 380.212930
iter  70 value 376.901045
iter  80 value 376.085725
final  value 376.032445 
converged
# weights:  120 (78 variable)
initial  value 549.306144 
iter  10 value 462.300872
iter  20 value 438.661999
iter  30 value 419.866918
iter  40 value 402.684552
iter  50 value 393.942479
iter  60 value 387.751360
iter  70 value 384.750810
iter  80 value 383.819004
final  value 383.711759 
converged
# weights:  126 (82 variable)
initial  value 549.306144 
iter  10 value 453.017853
iter  20 value 428.585969
iter  30 value 405.639408
iter  40 value 391.469008
iter  50 value 379.683884
iter  60 value 369.181053
iter  70 value 364.877837
iter  80 value 362.152883
iter  90 value 361.901147
final  value 361.901061 
converged
# weights:  126 (82 variable)
initial  value 549.306144 
iter  10 value 445.712882
iter  20 value 422.791737
iter  30 value 401.843669
iter  40 value 385.788039
iter  50 value 377.891974
iter  60 value 368.252400
iter  70 value 363.880739
iter  80 value 362.220905
iter  90 value 362.006937
final  value 362.006863 
converged
# weights:  126 (82 variable)
initial  value 549.306144 
iter  10 value 452.880508
iter  20 value 429.375223
iter  30 value 406.275775
iter  40 value 391.309400
iter  50 value 382.443948
iter  60 value 369.771511
iter  70 value 364.525798
iter  80 value 362.794182
iter  90 value 362.023315
final  value 362.022934 
converged
# weights:  126 (82 variable)
initial  value 549.306144 
iter  10 value 450.810171
iter  20 value 427.110205
iter  30 value 405.082088
iter  40 value 389.594681
iter  50 value 379.864823
iter  60 value 369.755303
iter  70 value 365.774645
iter  80 value 362.341377
iter  90 value 362.255845
final  value 362.255828 
converged
# weights:  126 (82 variable)
initial  value 549.306144 
iter  10 value 454.605808
iter  20 value 428.855788
iter  30 value 406.256624
iter  40 value 392.782610
iter  50 value 381.558027
iter  60 value 369.403756
iter  70 value 364.254704
iter  80 value 362.365233
iter  90 value 362.121976
final  value 362.121935 
converged
# weights:  126 (82 variable)
initial  value 549.306144 
iter  10 value 452.488841
iter  20 value 428.752152
iter  30 value 406.063070
iter  40 value 393.098483
iter  50 value 382.607980
iter  60 value 369.818593
iter  70 value 363.625725
iter  80 value 362.540337
iter  90 value 362.229393
final  value 362.229195 
converged
# weights:  126 (82 variable)
initial  value 549.306144 
iter  10 value 454.666951
iter  20 value 429.867425
iter  30 value 407.003895
iter  40 value 390.177184
iter  50 value 378.868294
iter  60 value 369.513632
iter  70 value 364.518073
iter  80 value 362.016546
iter  90 value 361.825353
final  value 361.825278 
converged
# weights:  126 (82 variable)
initial  value 549.306144 
iter  10 value 456.102799
iter  20 value 429.412399
iter  30 value 406.534864
iter  40 value 389.431013
iter  50 value 378.754843
iter  60 value 369.040899
iter  70 value 363.887886
iter  80 value 362.058230
iter  90 value 361.924545
final  value 361.924505 
converged
# weights:  126 (82 variable)
initial  value 549.306144 
iter  10 value 454.455676
iter  20 value 428.165692
iter  30 value 406.930445
iter  40 value 387.391469
iter  50 value 378.150616
iter  60 value 368.295472
iter  70 value 364.103113
iter  80 value 362.281582
iter  90 value 362.166880
final  value 362.166826 
converged
# weights:  126 (82 variable)
initial  value 549.306144 
iter  10 value 455.560622
iter  20 value 428.966000
iter  30 value 407.277353
iter  40 value 392.128368
iter  50 value 381.966274
iter  60 value 368.513787
iter  70 value 364.100952
iter  80 value 362.269976
iter  90 value 361.993890
final  value 361.993836 
converged
# weights:  126 (82 variable)
initial  value 549.306144 
iter  10 value 456.036388
iter  20 value 430.969310
iter  30 value 406.490521
iter  40 value 392.629028
iter  50 value 379.943067
iter  60 value 368.695502
iter  70 value 364.238115
iter  80 value 362.314052
iter  90 value 361.972503
final  value 361.972396 
converged
# weights:  120 (78 variable)
initial  value 549.306144 
iter  10 value 452.209082
iter  20 value 424.867771
iter  30 value 406.510677
iter  40 value 386.013769
iter  50 value 376.880190
iter  60 value 367.633225
iter  70 value 363.908481
iter  80 value 362.755428
final  value 362.715435 
converged
# weights:  117 (76 variable)
initial  value 549.306144 
iter  10 value 456.651265
iter  20 value 425.231767
iter  30 value 407.457360
iter  40 value 387.704924
iter  50 value 377.571350
iter  60 value 369.390484
iter  70 value 365.029880
iter  80 value 364.361009
final  value 364.206336 
converged
# weights:  117 (76 variable)
initial  value 549.306144 
iter  10 value 456.036444
iter  20 value 425.316930
iter  30 value 407.616519
iter  40 value 383.490852
iter  50 value 377.563292
iter  60 value 368.983293
iter  70 value 364.638214
iter  80 value 364.274056
final  value 364.265451 
converged
# weights:  117 (76 variable)
initial  value 549.306144 
iter  10 value 456.215290
iter  20 value 425.747499
iter  30 value 408.283099
iter  40 value 384.429093
iter  50 value 377.860354
iter  60 value 368.741023
iter  70 value 363.836875
iter  80 value 363.467064
final  value 363.441867 
converged
# weights:  117 (76 variable)
initial  value 549.306144 
iter  10 value 451.911587
iter  20 value 422.893002
iter  30 value 405.604701
iter  40 value 386.106685
iter  50 value 378.480507
iter  60 value 369.970490
iter  70 value 365.994274
iter  80 value 365.536068
final  value 365.507426 
converged
# weights:  117 (76 variable)
initial  value 549.306144 
iter  10 value 459.003434
iter  20 value 427.035506
iter  30 value 408.167067
iter  40 value 383.755748
iter  50 value 375.554441
iter  60 value 368.252320
iter  70 value 364.244589
iter  80 value 363.311846
final  value 363.281590 
converged
# weights:  117 (76 variable)
initial  value 549.306144 
iter  10 value 457.132427
iter  20 value 427.861621
iter  30 value 410.996690
iter  40 value 385.832816
iter  50 value 377.612309
iter  60 value 368.822783
iter  70 value 366.790443
iter  80 value 366.206610
final  value 366.154787 
converged
# weights:  117 (76 variable)
initial  value 549.306144 
iter  10 value 452.770093
iter  20 value 423.887384
iter  30 value 405.813468
iter  40 value 388.038985
iter  50 value 379.210641
iter  60 value 368.972534
iter  70 value 364.692449
iter  80 value 364.028077
final  value 363.870072 
converged
# weights:  117 (76 variable)
initial  value 549.306144 
iter  10 value 453.814412
iter  20 value 425.573040
iter  30 value 407.687389
iter  40 value 386.434570
iter  50 value 378.055398
iter  60 value 369.052959
iter  70 value 365.247189
iter  80 value 364.568488
final  value 364.523702 
converged
# weights:  117 (76 variable)
initial  value 549.306144 
iter  10 value 453.772989
iter  20 value 423.349522
iter  30 value 406.577357
iter  40 value 386.581916
iter  50 value 377.670153
iter  60 value 368.410371
iter  70 value 363.796252
iter  80 value 363.296701
final  value 363.261814 
converged
# weights:  117 (76 variable)
initial  value 549.306144 
iter  10 value 457.484014
iter  20 value 427.308496
iter  30 value 410.464556
iter  40 value 386.067476
iter  50 value 376.728124
iter  60 value 369.380993
iter  70 value 365.061320
iter  80 value 364.793645
final  value 364.674320 
converged
# weights:  117 (76 variable)
initial  value 549.306144 
iter  10 value 453.739421
iter  20 value 424.723662
iter  30 value 408.742763
iter  40 value 387.809334
iter  50 value 378.426932
iter  60 value 369.366960
iter  70 value 365.093136
iter  80 value 364.515400
final  value 364.492261 
converged
# weights:  117 (76 variable)
initial  value 549.306144 
iter  10 value 453.326682
iter  20 value 425.259082
iter  30 value 408.410290
iter  40 value 389.941795
iter  50 value 378.224465
iter  60 value 370.678629
iter  70 value 366.753212
iter  80 value 366.291086
final  value 366.259829 
converged
# weights:  117 (76 variable)
initial  value 549.306144 
iter  10 value 452.623598
iter  20 value 423.582063
iter  30 value 406.216681
iter  40 value 384.942682
iter  50 value 375.968307
iter  60 value 368.344157
iter  70 value 364.322137
iter  80 value 363.630839
final  value 363.584008 
converged
# weights:  117 (76 variable)
initial  value 549.306144 
iter  10 value 449.147159
iter  20 value 422.085697
iter  30 value 405.671853
iter  40 value 386.207326
iter  50 value 375.040923
iter  60 value 369.393300
iter  70 value 365.127361
iter  80 value 364.481337
final  value 364.434526 
converged
# weights:  117 (76 variable)
initial  value 549.306144 
iter  10 value 454.581619
iter  20 value 425.868990
iter  30 value 408.021864
iter  40 value 385.197152
iter  50 value 376.731707
iter  60 value 370.256764
iter  70 value 365.409169
iter  80 value 364.881699
final  value 364.820888 
converged
# weights:  117 (76 variable)
initial  value 549.306144 
iter  10 value 452.508035
iter  20 value 425.226977
iter  30 value 407.746642
iter  40 value 386.642059
iter  50 value 378.956693
iter  60 value 369.479106
iter  70 value 364.229177
iter  80 value 363.625194
final  value 363.592572 
converged
# weights:  117 (76 variable)
initial  value 549.306144 
iter  10 value 451.971932
iter  20 value 424.458145
iter  30 value 406.415568
iter  40 value 389.588177
iter  50 value 374.578404
iter  60 value 367.663458
iter  70 value 364.617517
iter  80 value 363.328478
final  value 363.211359 
converged
# weights:  117 (76 variable)
initial  value 549.306144 
iter  10 value 454.529505
iter  20 value 426.140084
iter  30 value 408.083965
iter  40 value 387.127572
iter  50 value 377.085336
iter  60 value 369.031651
iter  70 value 365.070941
iter  80 value 364.609646
final  value 364.581439 
converged
# weights:  117 (76 variable)
initial  value 549.306144 
iter  10 value 452.702526
iter  20 value 425.537071
iter  30 value 409.639203
iter  40 value 386.652299
iter  50 value 379.790930
iter  60 value 373.636275
iter  70 value 368.779195
iter  80 value 368.137649
final  value 368.084599 
converged
# weights:  117 (76 variable)
initial  value 549.306144 
iter  10 value 453.299219
iter  20 value 423.737353
iter  30 value 406.555416
iter  40 value 386.233381
iter  50 value 376.679453
iter  60 value 368.033262
iter  70 value 365.323366
iter  80 value 363.961617
final  value 363.825917 
converged
# weights:  117 (76 variable)
initial  value 549.306144 
iter  10 value 453.585225
iter  20 value 433.281935
iter  30 value 406.656816
iter  40 value 392.096754
iter  50 value 383.949769
iter  60 value 374.692706
iter  70 value 372.516707
iter  80 value 371.830797
final  value 371.806541 
converged
# weights:  117 (76 variable)
initial  value 549.306144 
iter  10 value 452.874881
iter  20 value 424.730082
iter  30 value 406.709521
iter  40 value 385.850073
iter  50 value 378.442871
iter  60 value 369.180371
iter  70 value 364.179509
iter  80 value 363.707041
final  value 363.665699 
converged
# weights:  117 (76 variable)
initial  value 549.306144 
iter  10 value 452.636690
iter  20 value 424.762540
iter  30 value 406.413793
iter  40 value 384.175535
iter  50 value 375.753818
iter  60 value 369.285746
iter  70 value 363.741257
iter  80 value 363.169333
final  value 363.140167 
converged
# weights:  117 (76 variable)
initial  value 549.306144 
iter  10 value 451.922028
iter  20 value 424.044947
iter  30 value 406.735672
iter  40 value 385.808790
iter  50 value 375.641794
iter  60 value 368.519354
iter  70 value 364.438000
iter  80 value 364.107233
final  value 364.055459 
converged
# weights:  117 (76 variable)
initial  value 549.306144 
iter  10 value 454.099989
iter  20 value 426.256964
iter  30 value 408.333079
iter  40 value 392.247974
iter  50 value 379.192172
iter  60 value 370.773393
iter  70 value 366.106028
iter  80 value 365.339356
final  value 365.288793 
converged
# weights:  117 (76 variable)
initial  value 549.306144 
iter  10 value 452.202400
iter  20 value 424.508281
iter  30 value 406.775228
iter  40 value 385.557761
iter  50 value 373.095771
iter  60 value 368.154420
iter  70 value 364.002682
iter  80 value 363.555029
final  value 363.524479 
converged
# weights:  117 (76 variable)
initial  value 549.306144 
iter  10 value 459.333905
iter  20 value 430.353945
iter  30 value 411.071975
iter  40 value 388.134807
iter  50 value 375.996203
iter  60 value 369.890941
iter  70 value 364.783135
iter  80 value 364.119035
final  value 364.023357 
converged
# weights:  117 (76 variable)
initial  value 549.306144 
iter  10 value 453.385867
iter  20 value 423.532697
iter  30 value 407.103656
iter  40 value 386.629607
iter  50 value 375.868703
iter  60 value 366.186787
iter  70 value 363.736448
iter  80 value 363.346642
final  value 363.334641 
converged
# weights:  117 (76 variable)
initial  value 549.306144 
iter  10 value 451.296135
iter  20 value 424.456021
iter  30 value 406.418331
iter  40 value 385.415250
iter  50 value 375.093944
iter  60 value 368.735439
iter  70 value 364.347044
iter  80 value 363.838935
final  value 363.804448 
converged
# weights:  117 (76 variable)
initial  value 549.306144 
iter  10 value 454.208790
iter  20 value 425.396653
iter  30 value 409.188671
iter  40 value 386.972642
iter  50 value 377.511773
iter  60 value 369.012401
iter  70 value 365.988657
iter  80 value 365.383273
final  value 365.359602 
converged
# weights:  117 (76 variable)
initial  value 549.306144 
iter  10 value 452.999181
iter  20 value 424.652724
iter  30 value 406.758973
iter  40 value 384.870812
iter  50 value 373.945643
iter  60 value 368.454744
iter  70 value 363.939642
iter  80 value 363.512448
final  value 363.474611 
converged
# weights:  117 (76 variable)
initial  value 549.306144 
iter  10 value 451.804604
iter  20 value 424.836414
iter  30 value 407.552212
iter  40 value 385.452445
iter  50 value 373.851084
iter  60 value 368.060262
iter  70 value 364.668600
iter  80 value 364.354455
final  value 364.335776 
converged
# weights:  117 (76 variable)
initial  value 549.306144 
iter  10 value 452.055042
iter  20 value 424.623686
iter  30 value 407.016559
iter  40 value 383.397990
iter  50 value 375.567914
iter  60 value 368.641371
iter  70 value 363.717450
iter  80 value 363.324195
final  value 363.301898 
converged
# weights:  117 (76 variable)
initial  value 549.306144 
iter  10 value 457.235972
iter  20 value 431.337963
iter  30 value 414.862526
iter  40 value 396.720942
iter  50 value 390.651875
iter  60 value 380.495298
iter  70 value 376.265595
iter  80 value 375.755935
final  value 375.690005 
converged
# weights:  117 (76 variable)
initial  value 549.306144 
iter  10 value 464.112294
iter  20 value 437.086057
iter  30 value 421.979322
iter  40 value 402.451912
iter  50 value 398.360290
iter  60 value 390.914425
iter  70 value 387.742587
iter  80 value 387.333349
final  value 387.314881 
converged
# weights:  117 (76 variable)
initial  value 549.306144 
iter  10 value 460.161495
iter  20 value 433.226115
iter  30 value 415.910346
iter  40 value 393.837095
iter  50 value 385.467650
iter  60 value 379.968054
iter  70 value 377.154082
iter  80 value 376.489342
final  value 376.405323 
converged
# weights:  117 (76 variable)
initial  value 549.306144 
iter  10 value 456.733369
iter  20 value 431.279402
iter  30 value 414.441680
iter  40 value 394.001139
iter  50 value 388.590411
iter  60 value 380.943146
iter  70 value 377.151154
iter  80 value 376.772073
final  value 376.645255 
converged
# weights:  117 (76 variable)
initial  value 549.306144 
iter  10 value 463.123311
iter  20 value 438.590279
iter  30 value 421.845921
iter  40 value 400.100072
iter  50 value 392.974843
iter  60 value 387.589155
iter  70 value 384.461648
iter  80 value 384.135647
final  value 384.123150 
converged
# weights:  123 (80 variable)
initial  value 549.306144 
iter  10 value 449.149205
iter  20 value 423.587459
iter  30 value 404.446772
iter  40 value 384.578294
iter  50 value 376.303134
iter  60 value 368.086141
iter  70 value 364.324971
iter  80 value 362.383658
final  value 362.264926 
converged
# weights:  123 (80 variable)
initial  value 549.306144 
iter  10 value 456.182606
iter  20 value 429.508349
iter  30 value 407.113457
iter  40 value 389.072740
iter  50 value 378.933039
iter  60 value 368.905262
iter  70 value 363.831976
iter  80 value 362.357036
final  value 362.266176 
converged
# weights:  123 (80 variable)
initial  value 549.306144 
iter  10 value 446.330525
iter  20 value 422.977733
iter  30 value 403.840979
iter  40 value 384.359638
iter  50 value 377.034878
iter  60 value 368.008693
iter  70 value 363.962817
iter  80 value 362.515946
final  value 362.468366 
converged
# weights:  123 (80 variable)
initial  value 549.306144 
iter  10 value 449.552537
iter  20 value 425.045045
iter  30 value 404.912948
iter  40 value 385.528835
iter  50 value 375.133237
iter  60 value 367.901270
iter  70 value 363.937336
iter  80 value 362.592075
iter  90 value 362.478877
iter  90 value 362.478876
iter  90 value 362.478876
final  value 362.478876 
converged
# weights:  123 (80 variable)
initial  value 549.306144 
iter  10 value 446.151823
iter  20 value 421.635424
iter  30 value 403.568350
iter  40 value 385.153064
iter  50 value 376.136773
iter  60 value 367.874194
iter  70 value 364.194592
iter  80 value 362.780201
final  value 362.698803 
converged
# weights:  123 (80 variable)
initial  value 549.306144 
iter  10 value 450.618661
iter  20 value 424.296713
iter  30 value 405.305115
iter  40 value 386.192814
iter  50 value 376.574875
iter  60 value 368.425593
iter  70 value 364.154978
iter  80 value 362.684199
final  value 362.552014 
converged
# weights:  123 (80 variable)
initial  value 549.306144 
iter  10 value 448.010080
iter  20 value 423.319319
iter  30 value 404.007035
iter  40 value 383.967905
iter  50 value 375.097542
iter  60 value 368.115763
iter  70 value 364.234680
iter  80 value 362.831336
iter  90 value 362.665278
iter  90 value 362.665277
iter  90 value 362.665277
final  value 362.665277 
converged
# weights:  123 (80 variable)
initial  value 549.306144 
iter  10 value 450.723397
iter  20 value 425.000977
iter  30 value 405.990539
iter  40 value 384.667272
iter  50 value 376.287562
iter  60 value 368.008519
iter  70 value 363.698530
iter  80 value 362.430750
iter  90 value 362.313344
iter  90 value 362.313344
iter  90 value 362.313344
final  value 362.313344 
converged
# weights:  123 (80 variable)
initial  value 549.306144 
iter  10 value 452.490553
iter  20 value 425.046301
iter  30 value 406.108950
iter  40 value 385.469765
iter  50 value 379.088135
iter  60 value 368.416004
iter  70 value 363.970673
iter  80 value 362.485738
final  value 362.365337 
converged
# weights:  123 (80 variable)
initial  value 549.306144 
iter  10 value 452.672201
iter  20 value 425.379639
iter  30 value 406.103851
iter  40 value 385.223777
iter  50 value 376.338128
iter  60 value 368.701478
iter  70 value 364.400143
iter  80 value 362.849003
iter  90 value 362.617641
iter  90 value 362.617640
iter  90 value 362.617640
final  value 362.617640 
converged
# weights:  123 (80 variable)
initial  value 549.306144 
iter  10 value 456.891972
iter  20 value 429.676543
iter  30 value 408.486598
iter  40 value 386.087536
iter  50 value 376.099595
iter  60 value 367.964029
iter  70 value 364.029290
iter  80 value 362.611598
iter  90 value 362.478008
iter  90 value 362.478007
iter  90 value 362.478007
final  value 362.478007 
converged
# weights:  123 (80 variable)
initial  value 549.306144 
iter  10 value 451.656616
iter  20 value 425.673764
iter  30 value 405.577949
iter  40 value 385.906283
iter  50 value 378.247239
iter  60 value 368.208426
iter  70 value 364.185637
iter  80 value 362.533258
iter  90 value 362.422164
iter  90 value 362.422163
iter  90 value 362.422163
final  value 362.422163 
converged
# weights:  117 (76 variable)
initial  value 549.306144 
iter  10 value 452.636690
iter  20 value 424.762540
iter  30 value 406.413793
iter  40 value 384.175535
iter  50 value 375.753818
iter  60 value 369.285746
iter  70 value 363.741257
iter  80 value 363.169333
final  value 363.140167 
converged
# weights:  114 (74 variable)
initial  value 549.306144 
iter  10 value 457.172271
iter  20 value 425.165505
iter  30 value 407.127339
iter  40 value 386.130156
iter  50 value 376.325868
iter  60 value 369.242611
iter  70 value 365.149676
iter  80 value 364.690156
final  value 364.689313 
converged
# weights:  114 (74 variable)
initial  value 549.306144 
iter  10 value 456.583262
iter  20 value 424.668654
iter  30 value 407.251851
iter  40 value 391.156435
iter  50 value 379.692199
iter  60 value 369.416634
iter  70 value 365.213811
iter  80 value 364.652821
final  value 364.650736 
converged
# weights:  114 (74 variable)
initial  value 549.306144 
iter  10 value 456.583663
iter  20 value 425.132644
iter  30 value 407.577125
iter  40 value 383.958670
iter  50 value 376.970850
iter  60 value 369.084873
iter  70 value 364.352516
iter  80 value 363.851265
final  value 363.849708 
converged
# weights:  114 (74 variable)
initial  value 549.306144 
iter  10 value 452.353627
iter  20 value 422.698308
iter  30 value 405.318687
iter  40 value 384.393307
iter  50 value 377.170775
iter  60 value 369.719713
iter  70 value 366.207533
iter  80 value 365.700957
final  value 365.700083 
converged
# weights:  114 (74 variable)
initial  value 549.306144 
iter  10 value 459.531540
iter  20 value 426.725683
iter  30 value 408.193735
iter  40 value 388.708202
iter  50 value 376.972594
iter  60 value 368.770259
iter  70 value 364.518452
iter  80 value 363.719564
final  value 363.718094 
converged
# weights:  114 (74 variable)
initial  value 549.306144 
iter  10 value 457.327016
iter  20 value 427.633098
iter  30 value 409.914294
iter  40 value 386.978873
iter  50 value 377.305862
iter  60 value 370.106535
iter  70 value 367.520393
iter  80 value 366.641985
final  value 366.638775 
converged
# weights:  114 (74 variable)
initial  value 549.306144 
iter  10 value 453.138356
iter  20 value 423.707737
iter  30 value 405.637453
iter  40 value 387.475541
iter  50 value 378.312717
iter  60 value 368.745006
iter  70 value 365.115359
iter  80 value 364.245905
final  value 364.244397 
converged
# weights:  114 (74 variable)
initial  value 549.306144 
iter  10 value 454.170931
iter  20 value 425.219816
iter  30 value 407.085290
iter  40 value 383.747857
iter  50 value 377.250270
iter  60 value 369.557353
iter  70 value 365.493884
iter  80 value 364.972959
final  value 364.971329 
converged
# weights:  114 (74 variable)
initial  value 549.306144 
iter  10 value 454.219187
iter  20 value 423.455267
iter  30 value 407.193857
iter  40 value 384.607202
iter  50 value 376.325541
iter  60 value 368.677573
iter  70 value 364.067757
iter  80 value 363.708426
final  value 363.707804 
converged
# weights:  114 (74 variable)
initial  value 549.306144 
iter  10 value 457.861462
iter  20 value 426.806868
iter  30 value 409.037065
iter  40 value 385.293472
iter  50 value 375.421214
iter  60 value 368.828899
iter  70 value 365.648980
iter  80 value 365.016128
final  value 365.014633 
converged
# weights:  114 (74 variable)
initial  value 549.306144 
iter  10 value 454.172062
iter  20 value 424.543159
iter  30 value 407.631514
iter  40 value 386.702932
iter  50 value 377.168279
iter  60 value 370.581497
iter  70 value 365.479825
iter  80 value 364.923821
final  value 364.922134 
converged
# weights:  114 (74 variable)
initial  value 549.306144 
iter  10 value 453.743734
iter  20 value 425.599971
iter  30 value 409.281490
iter  40 value 386.901308
iter  50 value 377.532920
iter  60 value 370.461403
iter  70 value 366.988823
iter  80 value 366.634417
final  value 366.633585 
converged
# weights:  114 (74 variable)
initial  value 549.306144 
iter  10 value 453.211111
iter  20 value 423.959595
iter  30 value 406.452124
iter  40 value 385.257703
iter  50 value 375.510612
iter  60 value 369.046207
iter  70 value 364.972481
iter  80 value 364.035249
final  value 364.032918 
converged
# weights:  114 (74 variable)
initial  value 549.306144 
iter  10 value 448.962305
iter  20 value 421.951354
iter  30 value 405.630323
iter  40 value 383.730363
iter  50 value 374.508956
iter  60 value 369.349616
iter  70 value 365.199207
iter  80 value 364.844716
final  value 364.843701 
converged
# weights:  114 (74 variable)
initial  value 549.306144 
iter  10 value 459.452607
iter  20 value 430.528997
iter  30 value 411.173778
iter  40 value 388.433170
iter  50 value 377.122472
iter  60 value 370.837517
iter  70 value 365.793912
iter  80 value 365.244691
final  value 365.242620 
converged
# weights:  114 (74 variable)
initial  value 549.306144 
iter  10 value 452.991191
iter  20 value 425.023838
iter  30 value 407.713111
iter  40 value 383.909097
iter  50 value 376.132244
iter  60 value 369.881130
iter  70 value 364.822940
iter  80 value 364.067486
final  value 364.064756 
converged
# weights:  114 (74 variable)
initial  value 549.306144 
iter  10 value 452.366759
iter  20 value 424.607435
iter  30 value 405.936674
iter  40 value 383.893595
iter  50 value 374.801400
iter  60 value 368.255917
iter  70 value 364.254181
iter  80 value 363.584205
final  value 363.583277 
converged
# weights:  114 (74 variable)
initial  value 549.306144 
iter  10 value 459.283261
iter  20 value 430.548383
iter  30 value 411.483155
iter  40 value 386.110957
iter  50 value 373.584637
iter  60 value 368.746279
iter  70 value 365.321746
iter  80 value 364.871151
final  value 364.870110 
converged
# weights:  114 (74 variable)
initial  value 549.306144 
iter  10 value 453.157750
iter  20 value 425.332845
iter  30 value 409.313562
iter  40 value 385.463798
iter  50 value 377.699340
iter  60 value 371.898238
iter  70 value 368.805618
iter  80 value 368.236365
final  value 368.235370 
converged
# weights:  114 (74 variable)
initial  value 549.306144 
iter  10 value 453.944685
iter  20 value 423.707585
iter  30 value 406.814979
iter  40 value 383.754235
iter  50 value 376.527832
iter  60 value 368.564154
iter  70 value 365.853917
iter  80 value 364.248129
final  value 364.245000 
converged
# weights:  114 (74 variable)
initial  value 549.306144 
iter  10 value 454.028911
iter  20 value 433.163263
iter  30 value 406.671853
iter  40 value 392.240258
iter  50 value 384.559955
iter  60 value 374.952720
iter  70 value 372.447168
iter  80 value 372.136296
final  value 372.098773 
converged
# weights:  114 (74 variable)
initial  value 549.306144 
iter  10 value 453.058819
iter  20 value 424.500278
iter  30 value 406.602205
iter  40 value 387.250550
iter  50 value 378.923001
iter  60 value 369.872725
iter  70 value 364.644803
iter  80 value 364.028423
final  value 364.025543 
converged
# weights:  114 (74 variable)
initial  value 549.306144 
iter  10 value 452.231357
iter  20 value 423.949851
iter  30 value 406.581835
iter  40 value 385.854827
iter  50 value 375.562601
iter  60 value 369.158602
iter  70 value 364.661248
iter  80 value 364.318624
final  value 364.318231 
converged
# weights:  114 (74 variable)
initial  value 549.306144 
iter  10 value 454.625493
iter  20 value 426.168531
iter  30 value 408.799066
iter  40 value 386.394441
iter  50 value 378.816301
iter  60 value 370.907731
iter  70 value 365.955773
iter  80 value 365.521194
final  value 365.519780 
converged
# weights:  114 (74 variable)
initial  value 549.306144 
iter  10 value 452.438044
iter  20 value 424.196973
iter  30 value 406.549137
iter  40 value 386.646236
iter  50 value 375.748701
iter  60 value 368.372595
iter  70 value 365.139797
iter  80 value 364.122266
final  value 364.119565 
converged
# weights:  114 (74 variable)
initial  value 549.306144 
iter  10 value 459.418028
iter  20 value 430.410672
iter  30 value 410.735147
iter  40 value 388.962159
iter  50 value 376.714652
iter  60 value 369.157560
iter  70 value 365.183644
iter  80 value 364.398528
final  value 364.395484 
converged
# weights:  114 (74 variable)
initial  value 549.306144 
iter  10 value 453.832399
iter  20 value 423.756091
iter  30 value 407.275522
iter  40 value 385.134670
iter  50 value 372.588177
iter  60 value 367.440045
iter  70 value 363.907021
iter  80 value 363.673738
final  value 363.670762 
converged
# weights:  114 (74 variable)
initial  value 549.306144 
iter  10 value 451.718717
iter  20 value 423.974753
iter  30 value 405.859394
iter  40 value 385.326268
iter  50 value 375.931305
iter  60 value 369.544507
iter  70 value 365.161260
iter  80 value 364.346221
final  value 364.344369 
converged
# weights:  114 (74 variable)
initial  value 549.306144 
iter  10 value 454.614941
iter  20 value 425.355883
iter  30 value 409.136568
iter  40 value 386.276213
iter  50 value 374.338311
iter  60 value 369.669413
iter  70 value 366.111943
iter  80 value 365.655621
final  value 365.654107 
converged
# weights:  114 (74 variable)
initial  value 549.306144 
iter  10 value 453.579789
iter  20 value 423.480316
iter  30 value 407.477489
iter  40 value 386.898799
iter  50 value 376.753278
iter  60 value 369.884132
iter  70 value 364.964402
iter  80 value 363.933976
final  value 363.929173 
converged
# weights:  114 (74 variable)
initial  value 549.306144 
iter  10 value 451.779269
iter  20 value 424.562320
iter  30 value 407.140089
iter  40 value 384.995661
iter  50 value 373.844924
iter  60 value 369.241442
iter  70 value 365.306927
iter  80 value 364.818573
final  value 364.816930 
converged
# weights:  114 (74 variable)
initial  value 549.306144 
iter  10 value 452.535101
iter  20 value 424.389631
iter  30 value 406.013736
iter  40 value 384.418070
iter  50 value 375.808475
iter  60 value 369.125040
iter  70 value 364.118005
iter  80 value 363.728458
final  value 363.727295 
converged
# weights:  114 (74 variable)
initial  value 549.306144 
iter  10 value 461.539425
iter  20 value 435.537916
iter  30 value 416.472876
iter  40 value 395.764195
iter  50 value 387.625456
iter  60 value 380.800130
iter  70 value 376.803196
iter  80 value 376.078086
final  value 376.076018 
converged
# weights:  114 (74 variable)
initial  value 549.306144 
iter  10 value 464.370007
iter  20 value 436.425244
iter  30 value 421.771015
iter  40 value 402.459909
iter  50 value 398.120086
iter  60 value 391.637047
iter  70 value 387.635851
iter  80 value 387.432369
final  value 387.432078 
converged
# weights:  114 (74 variable)
initial  value 549.306144 
iter  10 value 460.301848
iter  20 value 433.334082
iter  30 value 415.990755
iter  40 value 396.362468
iter  50 value 386.213133
iter  60 value 380.336950
iter  70 value 377.121528
iter  80 value 376.762571
final  value 376.761934 
converged
# weights:  114 (74 variable)
initial  value 549.306144 
iter  10 value 461.170683
iter  20 value 435.718261
iter  30 value 416.400022
iter  40 value 397.963663
iter  50 value 387.050136
iter  60 value 381.369583
iter  70 value 377.726400
iter  80 value 377.010913
final  value 377.008675 
converged
# weights:  114 (74 variable)
initial  value 549.306144 
iter  10 value 463.496026
iter  20 value 438.530336
iter  30 value 421.604771
iter  40 value 399.228276
iter  50 value 391.691237
iter  60 value 387.634453
iter  70 value 384.586171
iter  80 value 384.283819
final  value 384.283655 
converged
# weights:  120 (78 variable)
initial  value 549.306144 
iter  10 value 449.664589
iter  20 value 423.709239
iter  30 value 404.248470
iter  40 value 384.336298
iter  50 value 374.253074
iter  60 value 367.616382
iter  70 value 363.458591
iter  80 value 362.727546
final  value 362.691882 
converged
# weights:  120 (78 variable)
initial  value 549.306144 
iter  10 value 456.436748
iter  20 value 429.497147
iter  30 value 407.614609
iter  40 value 388.641855
iter  50 value 379.754909
iter  60 value 368.644436
iter  70 value 363.923767
iter  80 value 362.828620
final  value 362.760057 
converged
# weights:  120 (78 variable)
initial  value 549.306144 
iter  10 value 446.580986
iter  20 value 422.930940
iter  30 value 403.349870
iter  40 value 386.041626
iter  50 value 377.073167
iter  60 value 368.942365
iter  70 value 364.483476
iter  80 value 362.977244
final  value 362.879302 
converged
# weights:  120 (78 variable)
initial  value 549.306144 
iter  10 value 450.072000
iter  20 value 425.356353
iter  30 value 405.068811
iter  40 value 385.882173
iter  50 value 375.876137
iter  60 value 368.335707
iter  70 value 363.812477
iter  80 value 362.960619
final  value 362.904156 
converged
# weights:  120 (78 variable)
initial  value 549.306144 
iter  10 value 446.628914
iter  20 value 421.963067
iter  30 value 403.864972
iter  40 value 384.067284
iter  50 value 375.362416
iter  60 value 368.130263
iter  70 value 364.543982
iter  80 value 363.274088
final  value 363.115103 
converged
# weights:  120 (78 variable)
initial  value 549.306144 
iter  10 value 451.034268
iter  20 value 424.432501
iter  30 value 404.979489
iter  40 value 387.303650
iter  50 value 376.031715
iter  60 value 368.831340
iter  70 value 363.968048
iter  80 value 363.027751
final  value 362.967681 
converged
# weights:  120 (78 variable)
initial  value 549.306144 
iter  10 value 448.427862
iter  20 value 423.015775
iter  30 value 404.005167
iter  40 value 384.308716
iter  50 value 373.475137
iter  60 value 367.414401
iter  70 value 364.100833
iter  80 value 363.099230
final  value 363.070731 
converged
# weights:  120 (78 variable)
initial  value 549.306144 
iter  10 value 451.069313
iter  20 value 424.983304
iter  30 value 405.816992
iter  40 value 384.567289
iter  50 value 375.459917
iter  60 value 368.072051
iter  70 value 363.548349
iter  80 value 362.747876
final  value 362.725535 
converged
# weights:  120 (78 variable)
initial  value 549.306144 
iter  10 value 452.209082
iter  20 value 424.867771
iter  30 value 406.510677
iter  40 value 386.013769
iter  50 value 376.880190
iter  60 value 367.633225
iter  70 value 363.908481
iter  80 value 362.755428
final  value 362.715435 
converged
# weights:  120 (78 variable)
initial  value 549.306144 
iter  10 value 452.904802
iter  20 value 424.457673
iter  30 value 406.272357
iter  40 value 384.034401
iter  50 value 376.678408
iter  60 value 368.434919
iter  70 value 363.566345
iter  80 value 362.816299
final  value 362.747314 
converged
# weights:  120 (78 variable)
initial  value 549.306144 
iter  10 value 452.915554
iter  20 value 425.202558
iter  30 value 406.128085
iter  40 value 385.079730
iter  50 value 374.549836
iter  60 value 367.719159
iter  70 value 363.505586
iter  80 value 362.999662
final  value 362.945451 
converged
# weights:  120 (78 variable)
initial  value 549.306144 
iter  10 value 457.092358
iter  20 value 429.556820
iter  30 value 408.522209
iter  40 value 386.433698
iter  50 value 375.679438
iter  60 value 369.117659
iter  70 value 363.774046
iter  80 value 362.968315
final  value 362.921300 
converged
# weights:  120 (78 variable)
initial  value 549.306144 
iter  10 value 452.409091
iter  20 value 426.228078
iter  30 value 405.626205
iter  40 value 386.485554
iter  50 value 379.080037
iter  60 value 367.804215
iter  70 value 363.984740
iter  80 value 362.921668
final  value 362.848191 
converged
# weights:  114 (74 variable)
initial  value 549.306144 
iter  10 value 452.366759
iter  20 value 424.607435
iter  30 value 405.936674
iter  40 value 383.893595
iter  50 value 374.801400
iter  60 value 368.255917
iter  70 value 364.254181
iter  80 value 363.584205
final  value 363.583277 
converged
# weights:  111 (72 variable)
initial  value 549.306144 
iter  10 value 456.925046
iter  20 value 425.584923
iter  30 value 407.444429
iter  40 value 385.319736
iter  50 value 375.719700
iter  60 value 369.712618
iter  70 value 365.503923
iter  80 value 365.028961
final  value 365.028911 
converged
# weights:  111 (72 variable)
initial  value 549.306144 
iter  10 value 456.327404
iter  20 value 424.651309
iter  30 value 407.384190
iter  40 value 384.967433
iter  50 value 376.071963
iter  60 value 369.266217
iter  70 value 365.399106
iter  80 value 365.061619
final  value 365.061605 
converged
# weights:  111 (72 variable)
initial  value 549.306144 
iter  10 value 456.332766
iter  20 value 424.447169
iter  30 value 408.448474
iter  40 value 386.789493
iter  50 value 376.332922
iter  60 value 368.123076
iter  70 value 364.922074
iter  80 value 364.292958
final  value 364.292918 
converged
# weights:  111 (72 variable)
initial  value 549.306144 
iter  10 value 452.013718
iter  20 value 422.470766
iter  30 value 405.999829
iter  40 value 384.162344
iter  50 value 375.274885
iter  60 value 369.671284
iter  70 value 366.412389
iter  80 value 366.044097
final  value 366.044077 
converged
# weights:  111 (72 variable)
initial  value 549.306144 
iter  10 value 458.957593
iter  20 value 426.147839
iter  30 value 407.993956
iter  40 value 383.562822
iter  50 value 375.083874
iter  60 value 369.103526
iter  70 value 364.775435
iter  80 value 364.123681
final  value 364.123635 
converged
# weights:  111 (72 variable)
initial  value 549.306144 
iter  10 value 457.131701
iter  20 value 427.615135
iter  30 value 409.419613
iter  40 value 386.533343
iter  50 value 376.689946
iter  60 value 370.773855
iter  70 value 367.819951
iter  80 value 367.151936
final  value 367.151895 
converged
# weights:  111 (72 variable)
initial  value 549.306144 
iter  10 value 452.947782
iter  20 value 423.628156
iter  30 value 405.189572
iter  40 value 383.310517
iter  50 value 374.102337
iter  60 value 368.556857
iter  70 value 364.868559
iter  80 value 364.621964
final  value 364.621954 
converged
# weights:  111 (72 variable)
initial  value 549.306144 
iter  10 value 453.850761
iter  20 value 425.276540
iter  30 value 406.236938
iter  40 value 383.165282
iter  50 value 374.975155
iter  60 value 369.439281
iter  70 value 365.711152
iter  80 value 365.451871
final  value 365.451866 
converged
# weights:  111 (72 variable)
initial  value 549.306144 
iter  10 value 453.960129
iter  20 value 423.599829
iter  30 value 407.111891
iter  40 value 384.018358
iter  50 value 374.796236
iter  60 value 367.225363
iter  70 value 364.617226
iter  80 value 364.100208
final  value 364.100186 
converged
# weights:  111 (72 variable)
initial  value 549.306144 
iter  10 value 457.368897
iter  20 value 426.699276
iter  30 value 408.760221
iter  40 value 389.140342
iter  50 value 374.619895
iter  60 value 368.571672
iter  70 value 365.972685
iter  80 value 365.398809
final  value 365.398770 
converged
# weights:  111 (72 variable)
initial  value 549.306144 
iter  10 value 453.835976
iter  20 value 424.097406
iter  30 value 407.610282
iter  40 value 384.142174
iter  50 value 375.907165
iter  60 value 368.898270
iter  70 value 365.715279
iter  80 value 365.340261
iter  80 value 365.340260
iter  80 value 365.340260
final  value 365.340260 
converged
# weights:  111 (72 variable)
initial  value 549.306144 
iter  10 value 453.342488
iter  20 value 425.156454
iter  30 value 407.744472
iter  40 value 389.628259
iter  50 value 376.362931
iter  60 value 370.739909
iter  70 value 367.705346
iter  80 value 367.041378
final  value 367.041320 
converged
# weights:  111 (72 variable)
initial  value 549.306144 
iter  10 value 452.847999
iter  20 value 423.628221
iter  30 value 406.100884
iter  40 value 384.293683
iter  50 value 374.495859
iter  60 value 369.050559
iter  70 value 364.980325
iter  80 value 364.651243
final  value 364.651232 
converged
# weights:  111 (72 variable)
initial  value 549.306144 
iter  10 value 449.074585
iter  20 value 422.328730
iter  30 value 405.816786
iter  40 value 386.387787
iter  50 value 375.963346
iter  60 value 369.776081
iter  70 value 365.790183
iter  80 value 365.233578
final  value 365.233530 
converged
# weights:  111 (72 variable)
initial  value 549.306144 
iter  10 value 455.235482
iter  20 value 426.184018
iter  30 value 408.756408
iter  40 value 386.270149
iter  50 value 374.558237
iter  60 value 369.784382
iter  70 value 366.201624
iter  80 value 365.727571
final  value 365.727542 
converged
# weights:  111 (72 variable)
initial  value 549.306144 
iter  10 value 452.688785
iter  20 value 424.786593
iter  30 value 406.612498
iter  40 value 390.841160
iter  50 value 375.306464
iter  60 value 368.630233
iter  70 value 365.140758
iter  80 value 364.483967
final  value 364.483885 
converged
# weights:  111 (72 variable)
initial  value 549.306144 
iter  10 value 454.671832
iter  20 value 425.726203
iter  30 value 407.241098
iter  40 value 385.236377
iter  50 value 374.678429
iter  60 value 369.363090
iter  70 value 365.834305
iter  80 value 365.292244
final  value 365.292228 
converged
# weights:  111 (72 variable)
initial  value 549.306144 
iter  10 value 452.886911
iter  20 value 425.145567
iter  30 value 408.246486
iter  40 value 385.550615
iter  50 value 378.161071
iter  60 value 371.242446
iter  70 value 369.051191
iter  80 value 368.749895
final  value 368.749880 
converged
# weights:  111 (72 variable)
initial  value 549.306144 
iter  10 value 453.582194
iter  20 value 423.618892
iter  30 value 406.781525
iter  40 value 384.741336
iter  50 value 375.548587
iter  60 value 369.090866
iter  70 value 365.352155
iter  80 value 364.857328
final  value 364.857271 
converged
# weights:  111 (72 variable)
initial  value 549.306144 
iter  10 value 453.761185
iter  20 value 432.999338
iter  30 value 407.378380
iter  40 value 394.005897
iter  50 value 384.811501
iter  60 value 375.809156
iter  70 value 372.601589
iter  80 value 372.435847
final  value 372.435415 
converged
# weights:  111 (72 variable)
initial  value 549.306144 
iter  10 value 452.874092
iter  20 value 424.698307
iter  30 value 406.557768
iter  40 value 383.787844
iter  50 value 374.569098
iter  60 value 368.537547
iter  70 value 365.037989
iter  80 value 364.536216
final  value 364.536206 
converged
# weights:  111 (72 variable)
initial  value 549.306144 
iter  10 value 452.144945
iter  20 value 423.750248
iter  30 value 406.570605
iter  40 value 385.446624
iter  50 value 373.964940
iter  60 value 368.682963
iter  70 value 365.345530
iter  80 value 364.938225
final  value 364.938168 
converged
# weights:  111 (72 variable)
initial  value 549.306144 
iter  10 value 454.352219
iter  20 value 425.977875
iter  30 value 408.724121
iter  40 value 386.765099
iter  50 value 376.858478
iter  60 value 369.917548
iter  70 value 366.690699
iter  80 value 365.715014
final  value 365.714889 
converged
# weights:  111 (72 variable)
initial  value 549.306144 
iter  10 value 452.204461
iter  20 value 424.102959
iter  30 value 406.386902
iter  40 value 385.023320
iter  50 value 373.456176
iter  60 value 367.014316
iter  70 value 365.163360
iter  80 value 364.474164
final  value 364.474064 
converged
# weights:  111 (72 variable)
initial  value 549.306144 
iter  10 value 459.745253
iter  20 value 430.495685
iter  30 value 410.775437
iter  40 value 386.449037
iter  50 value 374.125433
iter  60 value 368.498387
iter  70 value 365.372990
iter  80 value 364.836888
final  value 364.836859 
converged
# weights:  111 (72 variable)
initial  value 549.306144 
iter  10 value 453.604272
iter  20 value 423.625802
iter  30 value 406.683668
iter  40 value 384.291349
iter  50 value 371.439271
iter  60 value 366.410315
iter  70 value 364.334935
iter  80 value 364.170073
final  value 364.170049 
converged
# weights:  111 (72 variable)
initial  value 549.306144 
iter  10 value 451.532715
iter  20 value 424.202975
iter  30 value 406.381179
iter  40 value 387.995119
iter  50 value 374.228131
iter  60 value 369.175962
iter  70 value 365.178456
iter  80 value 364.841954
final  value 364.841949 
converged
# weights:  111 (72 variable)
initial  value 549.306144 
iter  10 value 454.503438
iter  20 value 425.041343
iter  30 value 408.602655
iter  40 value 388.493332
iter  50 value 375.925184
iter  60 value 369.082709
iter  70 value 367.070108
iter  80 value 366.230020
final  value 366.229922 
converged
# weights:  111 (72 variable)
initial  value 549.306144 
iter  10 value 453.198564
iter  20 value 424.004853
iter  30 value 406.277699
iter  40 value 384.283988
iter  50 value 373.401831
iter  60 value 368.351878
iter  70 value 364.738670
iter  80 value 364.297948
final  value 364.297935 
converged
# weights:  111 (72 variable)
initial  value 549.306144 
iter  10 value 451.866614
iter  20 value 424.655327
iter  30 value 407.202921
iter  40 value 388.267766
iter  50 value 375.200877
iter  60 value 369.018934
iter  70 value 365.643720
iter  80 value 365.129074
final  value 365.129007 
converged
# weights:  111 (72 variable)
initial  value 549.306144 
iter  10 value 452.254264
iter  20 value 424.447593
iter  30 value 406.062407
iter  40 value 384.156616
iter  50 value 373.260321
iter  60 value 368.355777
iter  70 value 364.758347
iter  80 value 364.158391
final  value 364.158334 
converged
# weights:  111 (72 variable)
initial  value 549.306144 
iter  10 value 457.603788
iter  20 value 431.554717
iter  30 value 415.058875
iter  40 value 395.795696
iter  50 value 388.388517
iter  60 value 380.389047
iter  70 value 377.166139
iter  80 value 376.656514
final  value 376.656496 
converged
# weights:  111 (72 variable)
initial  value 549.306144 
iter  10 value 464.321856
iter  20 value 436.570957
iter  30 value 422.292572
iter  40 value 405.036887
iter  50 value 397.944399
iter  60 value 390.623534
iter  70 value 388.475896
iter  80 value 387.899626
final  value 387.899612 
converged
# weights:  111 (72 variable)
initial  value 549.306144 
iter  10 value 460.551713
iter  20 value 433.355285
iter  30 value 415.749347
iter  40 value 394.075830
iter  50 value 385.086401
iter  60 value 380.537752
iter  70 value 377.917915
iter  80 value 377.082448
final  value 377.082389 
converged
# weights:  111 (72 variable)
initial  value 549.306144 
iter  10 value 456.838376
iter  20 value 430.909247
iter  30 value 413.985656
iter  40 value 395.076455
iter  50 value 388.349079
iter  60 value 381.505691
iter  70 value 377.952743
iter  80 value 377.533216
final  value 377.533167 
converged
# weights:  111 (72 variable)
initial  value 549.306144 
iter  10 value 463.978361
iter  20 value 438.814026
iter  30 value 421.486646
iter  40 value 402.240462
iter  50 value 391.470867
iter  60 value 387.449858
iter  70 value 385.421800
iter  80 value 385.027790
final  value 385.027775 
converged
# weights:  117 (76 variable)
initial  value 549.306144 
iter  10 value 449.558446
iter  20 value 423.648466
iter  30 value 404.388804
iter  40 value 385.680914
iter  50 value 373.657280
iter  60 value 367.721241
iter  70 value 364.218029
iter  80 value 363.090390
final  value 363.042754 
converged
# weights:  117 (76 variable)
initial  value 549.306144 
iter  10 value 456.662359
iter  20 value 429.274132
iter  30 value 407.592100
iter  40 value 389.484700
iter  50 value 382.274639
iter  60 value 369.430239
iter  70 value 363.868213
iter  80 value 363.333191
final  value 363.244431 
converged
# weights:  117 (76 variable)
initial  value 549.306144 
iter  10 value 446.540407
iter  20 value 422.922677
iter  30 value 403.569845
iter  40 value 383.681351
iter  50 value 374.719924
iter  60 value 368.127033
iter  70 value 363.732871
iter  80 value 363.302105
final  value 363.288029 
converged
# weights:  117 (76 variable)
initial  value 549.306144 
iter  10 value 449.849148
iter  20 value 425.013570
iter  30 value 405.738715
iter  40 value 385.887479
iter  50 value 374.711772
iter  60 value 368.433526
iter  70 value 364.189736
iter  80 value 363.436780
final  value 363.374870 
converged
# weights:  117 (76 variable)
initial  value 549.306144 
iter  10 value 446.629970
iter  20 value 421.939075
iter  30 value 404.110646
iter  40 value 386.875879
iter  50 value 374.635311
iter  60 value 368.857973
iter  70 value 364.342228
iter  80 value 363.593174
final  value 363.559042 
converged
# weights:  117 (76 variable)
initial  value 549.306144 
iter  10 value 451.073218
iter  20 value 424.381152
iter  30 value 405.242014
iter  40 value 386.086042
iter  50 value 375.109221
iter  60 value 368.576599
iter  70 value 364.138434
iter  80 value 363.521462
final  value 363.403300 
converged
# weights:  117 (76 variable)
initial  value 549.306144 
iter  10 value 448.295369
iter  20 value 423.233958
iter  30 value 403.750554
iter  40 value 386.600199
iter  50 value 374.663426
iter  60 value 368.528356
iter  70 value 364.181302
iter  80 value 363.529216
final  value 363.510254 
converged
# weights:  117 (76 variable)
initial  value 549.306144 
iter  10 value 450.953504
iter  20 value 424.965884
iter  30 value 406.301032
iter  40 value 383.852293
iter  50 value 373.104368
iter  60 value 367.546144
iter  70 value 363.517524
iter  80 value 363.152264
final  value 363.122260 
converged
# weights:  117 (76 variable)
initial  value 549.306144 
iter  10 value 452.636690
iter  20 value 424.762540
iter  30 value 406.413793
iter  40 value 384.175535
iter  50 value 375.753818
iter  60 value 369.285746
iter  70 value 363.741257
iter  80 value 363.169333
final  value 363.140167 
converged
# weights:  117 (76 variable)
initial  value 549.306144 
iter  10 value 451.971932
iter  20 value 424.458145
iter  30 value 406.415568
iter  40 value 389.588177
iter  50 value 374.578404
iter  60 value 367.663458
iter  70 value 364.617517
iter  80 value 363.328478
final  value 363.211359 
converged
# weights:  117 (76 variable)
initial  value 549.306144 
iter  10 value 452.610164
iter  20 value 424.037530
iter  30 value 406.353764
iter  40 value 384.563833
iter  50 value 374.018681
iter  60 value 367.859113
iter  70 value 363.596404
iter  80 value 363.265846
final  value 363.241474 
converged
# weights:  117 (76 variable)
initial  value 549.306144 
iter  10 value 452.618724
iter  20 value 424.919210
iter  30 value 406.272635
iter  40 value 384.179284
iter  50 value 373.438894
iter  60 value 367.638730
iter  70 value 363.848082
iter  80 value 363.500060
final  value 363.477635 
converged
# weights:  117 (76 variable)
initial  value 549.306144 
iter  10 value 457.171017
iter  20 value 429.134918
iter  30 value 408.094205
iter  40 value 387.135356
iter  50 value 375.063893
iter  60 value 368.859903
iter  70 value 364.057347
iter  80 value 363.373164
final  value 363.356692 
converged
# weights:  117 (76 variable)
initial  value 549.306144 
iter  10 value 452.155400
iter  20 value 426.086181
iter  30 value 405.473422
iter  40 value 384.125337
iter  50 value 374.744959
iter  60 value 367.704892
iter  70 value 364.143544
iter  80 value 363.296148
final  value 363.284826 
converged
# weights:  111 (72 variable)
initial  value 549.306144 
iter  10 value 453.960129
iter  20 value 423.599829
iter  30 value 407.111891
iter  40 value 384.018358
iter  50 value 374.796236
iter  60 value 367.225363
iter  70 value 364.617226
iter  80 value 364.100208
final  value 364.100186 
converged
# weights:  108 (70 variable)
initial  value 549.306144 
iter  10 value 458.717352
iter  20 value 424.463934
iter  30 value 408.167690
iter  40 value 387.270995
iter  50 value 374.257544
iter  60 value 367.881365
iter  70 value 365.685803
final  value 365.542833 
converged
# weights:  108 (70 variable)
initial  value 549.306144 
iter  10 value 458.023244
iter  20 value 424.571605
iter  30 value 408.688952
iter  40 value 386.226292
iter  50 value 375.944173
iter  60 value 367.852939
iter  70 value 365.685029
final  value 365.505171 
converged
# weights:  108 (70 variable)
initial  value 549.306144 
iter  10 value 458.168011
iter  20 value 423.460808
iter  30 value 407.681669
iter  40 value 386.263877
iter  50 value 377.035516
iter  60 value 366.931305
iter  70 value 365.052023
final  value 364.895914 
converged
# weights:  108 (70 variable)
initial  value 549.306144 
iter  10 value 453.827329
iter  20 value 421.496759
iter  30 value 405.951558
iter  40 value 384.985469
iter  50 value 375.683112
iter  60 value 369.020738
iter  70 value 366.817011
final  value 366.627110 
converged
# weights:  108 (70 variable)
initial  value 549.306144 
iter  10 value 460.610999
iter  20 value 425.027996
iter  30 value 408.626844
iter  40 value 389.329811
iter  50 value 373.612501
iter  60 value 367.332515
iter  70 value 364.974005
final  value 364.611029 
converged
# weights:  108 (70 variable)
initial  value 549.306144 
iter  10 value 458.891803
iter  20 value 427.095593
iter  30 value 410.147508
iter  40 value 388.517670
iter  50 value 375.081703
iter  60 value 370.408648
iter  70 value 368.179973
final  value 367.785473 
converged
# weights:  108 (70 variable)
initial  value 549.306144 
iter  10 value 454.941878
iter  20 value 423.070729
iter  30 value 405.861070
iter  40 value 387.922984
iter  50 value 373.880609
iter  60 value 366.724874
iter  70 value 365.116925
final  value 364.976014 
converged
# weights:  108 (70 variable)
initial  value 549.306144 
iter  10 value 455.836114
iter  20 value 424.218074
iter  30 value 408.680154
iter  40 value 385.109700
iter  50 value 374.741907
iter  60 value 368.243746
iter  70 value 366.034230
final  value 365.907763 
converged
# weights:  108 (70 variable)
initial  value 549.306144 
iter  10 value 459.312634
iter  20 value 425.420780
iter  30 value 408.751076
iter  40 value 386.722554
iter  50 value 374.145706
iter  60 value 368.037558
iter  70 value 366.012344
final  value 365.809688 
converged
# weights:  108 (70 variable)
initial  value 549.306144 
iter  10 value 455.747616
iter  20 value 423.667116
iter  30 value 407.914095
iter  40 value 383.942229
iter  50 value 374.342056
iter  60 value 367.752060
iter  70 value 366.083346
final  value 365.867190 
converged
# weights:  108 (70 variable)
initial  value 549.306144 
iter  10 value 455.407714
iter  20 value 424.422096
iter  30 value 408.566687
iter  40 value 389.413355
iter  50 value 375.724209
iter  60 value 370.369464
iter  70 value 367.872314
final  value 367.539806 
converged
# weights:  108 (70 variable)
initial  value 549.306144 
iter  10 value 454.349571
iter  20 value 422.960602
iter  30 value 406.302718
iter  40 value 384.702585
iter  50 value 373.885126
iter  60 value 366.999266
iter  70 value 365.343687
final  value 365.164594 
converged
# weights:  108 (70 variable)
initial  value 549.306144 
iter  10 value 451.396363
iter  20 value 421.626089
iter  30 value 406.166299
iter  40 value 383.413685
iter  50 value 375.625920
iter  60 value 367.556079
iter  70 value 365.776828
final  value 365.682054 
converged
# weights:  108 (70 variable)
initial  value 549.306144 
iter  10 value 456.709208
iter  20 value 424.398619
iter  30 value 408.567480
iter  40 value 386.028322
iter  50 value 374.957097
iter  60 value 368.340689
iter  70 value 366.250626
final  value 366.152422 
converged
# weights:  108 (70 variable)
initial  value 549.306144 
iter  10 value 454.254749
iter  20 value 424.539081
iter  30 value 406.792133
iter  40 value 385.095105
iter  50 value 374.047188
iter  60 value 367.485910
iter  70 value 365.222918
iter  80 value 365.074554
iter  80 value 365.074554
iter  80 value 365.074554
final  value 365.074554 
converged
# weights:  108 (70 variable)
initial  value 549.306144 
iter  10 value 456.039160
iter  20 value 424.274646
iter  30 value 407.749674
iter  40 value 386.085506
iter  50 value 373.502506
iter  60 value 368.147820
iter  70 value 365.935162
final  value 365.831145 
converged
# weights:  108 (70 variable)
initial  value 549.306144 
iter  10 value 454.395251
iter  20 value 424.381173
iter  30 value 408.516582
iter  40 value 385.559410
iter  50 value 378.109004
iter  60 value 370.799880
iter  70 value 369.451164
final  value 369.334003 
converged
# weights:  108 (70 variable)
initial  value 549.306144 
iter  10 value 455.132706
iter  20 value 422.733855
iter  30 value 407.112317
iter  40 value 384.154268
iter  50 value 372.559933
iter  60 value 367.659828
iter  70 value 365.672350
final  value 365.477009 
converged
# weights:  108 (70 variable)
initial  value 549.306144 
iter  10 value 455.468132
iter  20 value 431.959904
iter  30 value 408.542347
iter  40 value 391.864135
iter  50 value 384.583734
iter  60 value 375.473030
iter  70 value 373.026403
iter  80 value 372.909817
iter  80 value 372.909816
iter  80 value 372.909816
final  value 372.909816 
converged
# weights:  108 (70 variable)
initial  value 549.306144 
iter  10 value 454.475849
iter  20 value 423.753379
iter  30 value 407.747128
iter  40 value 385.427302
iter  50 value 376.054618
iter  60 value 367.380271
iter  70 value 365.202207
final  value 365.045239 
converged
# weights:  108 (70 variable)
initial  value 549.306144 
iter  10 value 453.575598
iter  20 value 422.859145
iter  30 value 406.647339
iter  40 value 384.445565
iter  50 value 373.841417
iter  60 value 368.246417
iter  70 value 365.785952
final  value 365.474347 
converged
# weights:  108 (70 variable)
initial  value 549.306144 
iter  10 value 455.843849
iter  20 value 424.440121
iter  30 value 408.322447
iter  40 value 383.674808
iter  50 value 374.219783
iter  60 value 368.781583
iter  70 value 366.402603
final  value 366.168828 
converged
# weights:  108 (70 variable)
initial  value 549.306144 
iter  10 value 453.800496
iter  20 value 423.312638
iter  30 value 407.407227
iter  40 value 383.656709
iter  50 value 373.336357
iter  60 value 368.341835
iter  70 value 365.501214
final  value 365.122041 
converged
# weights:  108 (70 variable)
initial  value 549.306144 
iter  10 value 461.502648
iter  20 value 429.318707
iter  30 value 412.189784
iter  40 value 389.130261
iter  50 value 375.608234
iter  60 value 368.531069
iter  70 value 365.644704
final  value 365.326001 
converged
# weights:  108 (70 variable)
initial  value 549.306144 
iter  10 value 455.331035
iter  20 value 422.438757
iter  30 value 407.049423
iter  40 value 389.805058
iter  50 value 374.136485
iter  60 value 366.655386
iter  70 value 365.028585
iter  80 value 364.731249
iter  80 value 364.731249
iter  80 value 364.731249
final  value 364.731249 
converged
# weights:  108 (70 variable)
initial  value 549.306144 
iter  10 value 453.216049
iter  20 value 423.073777
iter  30 value 406.184087
iter  40 value 387.360227
iter  50 value 374.909889
iter  60 value 368.585339
iter  70 value 365.778378
final  value 365.358280 
converged
# weights:  108 (70 variable)
initial  value 549.306144 
iter  10 value 456.080018
iter  20 value 424.468727
iter  30 value 409.260322
iter  40 value 387.652997
iter  50 value 374.771321
iter  60 value 368.844101
iter  70 value 366.780913
final  value 366.660743 
converged
# weights:  108 (70 variable)
initial  value 549.306144 
iter  10 value 454.762560
iter  20 value 422.913029
iter  30 value 406.960180
iter  40 value 386.101635
iter  50 value 372.730766
iter  60 value 367.976412
iter  70 value 365.024692
final  value 364.806665 
converged
# weights:  108 (70 variable)
initial  value 549.306144 
iter  10 value 454.370887
iter  20 value 424.111301
iter  30 value 408.311021
iter  40 value 386.544949
iter  50 value 372.222657
iter  60 value 367.644996
iter  70 value 365.740880
final  value 365.541989 
converged
# weights:  108 (70 variable)
initial  value 549.306144 
iter  10 value 453.876130
iter  20 value 423.705348
iter  30 value 406.767866
iter  40 value 387.769050
iter  50 value 373.768161
iter  60 value 367.043585
iter  70 value 364.874977
final  value 364.697226 
converged
# weights:  108 (70 variable)
initial  value 549.306144 
iter  10 value 463.312341
iter  20 value 434.594805
iter  30 value 417.470680
iter  40 value 395.599138
iter  50 value 388.294326
iter  60 value 380.700145
iter  70 value 377.818333
final  value 377.498907 
converged
# weights:  108 (70 variable)
initial  value 549.306144 
iter  10 value 465.594786
iter  20 value 435.402824
iter  30 value 421.574103
iter  40 value 403.118837
iter  50 value 396.292654
iter  60 value 389.818642
iter  70 value 388.493115
final  value 388.239590 
converged
# weights:  108 (70 variable)
initial  value 549.306144 
iter  10 value 462.560953
iter  20 value 432.272668
iter  30 value 416.175332
iter  40 value 393.461279
iter  50 value 386.435105
iter  60 value 380.755266
iter  70 value 377.621031
final  value 377.382862 
converged
# weights:  108 (70 variable)
initial  value 549.306144 
iter  10 value 458.438855
iter  20 value 430.488743
iter  30 value 414.653581
iter  40 value 394.019705
iter  50 value 386.528535
iter  60 value 381.057682
iter  70 value 378.308815
final  value 377.960659 
converged
# weights:  108 (70 variable)
initial  value 549.306144 
iter  10 value 465.260570
iter  20 value 437.702656
iter  30 value 421.612040
iter  40 value 400.546937
iter  50 value 392.735960
iter  60 value 387.732142
iter  70 value 386.024466
final  value 385.745362 
converged
# weights:  114 (74 variable)
initial  value 549.306144 
iter  10 value 451.104077
iter  20 value 422.929141
iter  30 value 405.112000
iter  40 value 385.027478
iter  50 value 376.465435
iter  60 value 368.794883
iter  70 value 364.131926
iter  80 value 363.609058
final  value 363.607733 
converged
# weights:  114 (74 variable)
initial  value 549.306144 
iter  10 value 457.521235
iter  20 value 428.173325
iter  30 value 407.040431
iter  40 value 386.809256
iter  50 value 376.025892
iter  60 value 368.755682
iter  70 value 364.332742
iter  80 value 363.774909
final  value 363.773535 
converged
# weights:  114 (74 variable)
initial  value 549.306144 
iter  10 value 447.994118
iter  20 value 422.094526
iter  30 value 404.085824
iter  40 value 383.525890
iter  50 value 375.949945
iter  60 value 368.468110
iter  70 value 364.576285
iter  80 value 363.827305
final  value 363.824284 
converged
# weights:  114 (74 variable)
initial  value 549.306144 
iter  10 value 451.035158
iter  20 value 424.090682
iter  30 value 405.978109
iter  40 value 387.256649
iter  50 value 375.982698
iter  60 value 368.763713
iter  70 value 364.484996
iter  80 value 363.891656
final  value 363.888502 
converged
# weights:  114 (74 variable)
initial  value 549.306144 
iter  10 value 448.176952
iter  20 value 421.137808
iter  30 value 404.365038
iter  40 value 383.940966
iter  50 value 375.352871
iter  60 value 368.922426
iter  70 value 364.632422
iter  80 value 364.074734
final  value 364.072574 
converged
# weights:  114 (74 variable)
initial  value 549.306144 
iter  10 value 452.366759
iter  20 value 424.607435
iter  30 value 405.936674
iter  40 value 383.893595
iter  50 value 374.801400
iter  60 value 368.255917
iter  70 value 364.254181
iter  80 value 363.584205
final  value 363.583277 
converged
# weights:  114 (74 variable)
initial  value 549.306144 
iter  10 value 452.208936
iter  20 value 423.043392
iter  30 value 405.751802
iter  40 value 387.368484
iter  50 value 377.537789
iter  60 value 369.439966
iter  70 value 364.479226
iter  80 value 363.905964
final  value 363.903996 
converged
# weights:  114 (74 variable)
initial  value 549.306144 
iter  10 value 449.834295
iter  20 value 422.546745
iter  30 value 404.794718
iter  40 value 383.574494
iter  50 value 373.849548
iter  60 value 366.696583
iter  70 value 364.331982
iter  80 value 364.047575
final  value 364.046556 
converged
# weights:  114 (74 variable)
initial  value 549.306144 
iter  10 value 452.352600
iter  20 value 423.754971
iter  30 value 405.776216
iter  40 value 383.494797
iter  50 value 376.627810
iter  60 value 368.712671
iter  70 value 364.142531
iter  80 value 363.646118
final  value 363.645339 
converged
# weights:  114 (74 variable)
initial  value 549.306144 
iter  10 value 454.219187
iter  20 value 423.455267
iter  30 value 407.193857
iter  40 value 384.607202
iter  50 value 376.325541
iter  60 value 368.677573
iter  70 value 364.067757
iter  80 value 363.708426
final  value 363.707804 
converged
# weights:  114 (74 variable)
initial  value 549.306144 
iter  10 value 453.526312
iter  20 value 423.421950
iter  30 value 406.550188
iter  40 value 383.473509
iter  50 value 375.043979
iter  60 value 368.419357
iter  70 value 364.327747
iter  80 value 363.715425
final  value 363.712265 
converged
# weights:  114 (74 variable)
initial  value 549.306144 
iter  10 value 454.203272
iter  20 value 423.375256
iter  30 value 406.207643
iter  40 value 384.370637
iter  50 value 375.702542
iter  60 value 368.097122
iter  70 value 364.188123
iter  80 value 363.796966
final  value 363.796530 
converged
# weights:  114 (74 variable)
initial  value 549.306144 
iter  10 value 454.232289
iter  20 value 423.940081
iter  30 value 406.375914
iter  40 value 384.070357
iter  50 value 374.584409
iter  60 value 368.243971
iter  70 value 364.330419
iter  80 value 363.945770
final  value 363.943979 
converged
# weights:  114 (74 variable)
initial  value 549.306144 
iter  10 value 458.690589
iter  20 value 428.182662
iter  30 value 408.465914
iter  40 value 388.107881
iter  50 value 377.052057
iter  60 value 369.285249
iter  70 value 364.429313
iter  80 value 363.893231
final  value 363.891724 
converged
# weights:  114 (74 variable)
initial  value 549.306144 
iter  10 value 453.512101
iter  20 value 424.701706
iter  30 value 405.597911
iter  40 value 385.765159
iter  50 value 375.998141
iter  60 value 368.237064
iter  70 value 364.527271
iter  80 value 363.773509
final  value 363.770300 
converged
# weights:  108 (70 variable)
initial  value 549.306144 
iter  10 value 460.610999
iter  20 value 425.027996
iter  30 value 408.626844
iter  40 value 389.329811
iter  50 value 373.612501
iter  60 value 367.332515
iter  70 value 364.974005
final  value 364.611029 
converged
# weights:  105 (68 variable)
initial  value 549.306144 
iter  10 value 465.944009
iter  20 value 425.876510
iter  30 value 410.136141
iter  40 value 384.899179
iter  50 value 374.217395
iter  60 value 367.865592
iter  70 value 366.209689
final  value 365.865466 
converged
# weights:  105 (68 variable)
initial  value 549.306144 
iter  10 value 465.322405
iter  20 value 424.809409
iter  30 value 409.892477
iter  40 value 386.136317
iter  50 value 377.148880
iter  60 value 367.566598
iter  70 value 366.205317
final  value 365.932798 
converged
# weights:  105 (68 variable)
initial  value 549.306144 
iter  10 value 465.314805
iter  20 value 424.381122
iter  30 value 409.553517
iter  40 value 387.803136
iter  50 value 376.889953
iter  60 value 367.887982
iter  70 value 365.563464
final  value 365.374346 
converged
# weights:  105 (68 variable)
initial  value 549.306144 
iter  10 value 460.814080
iter  20 value 422.729466
iter  30 value 408.278320
iter  40 value 385.041724
iter  50 value 374.463996
iter  60 value 369.775355
iter  70 value 367.292622
final  value 367.054959 
converged
# weights:  105 (68 variable)
initial  value 549.306144 
iter  10 value 465.746230
iter  20 value 427.680469
iter  30 value 410.389401
iter  40 value 385.431313
iter  50 value 373.838941
iter  60 value 369.638838
iter  70 value 368.445184
final  value 368.408377 
converged
# weights:  105 (68 variable)
initial  value 549.306144 
iter  10 value 461.876971
iter  20 value 424.255282
iter  30 value 407.506449
iter  40 value 383.574333
iter  50 value 372.771269
iter  60 value 366.931501
iter  70 value 365.545667
final  value 365.405840 
converged
# weights:  105 (68 variable)
initial  value 549.306144 
iter  10 value 462.875607
iter  20 value 425.730992
iter  30 value 408.643315
iter  40 value 384.296761
iter  50 value 374.893004
iter  60 value 368.423275
iter  70 value 366.568018
final  value 366.435643 
converged
# weights:  105 (68 variable)
initial  value 549.306144 
iter  10 value 466.009019
iter  20 value 426.017993
iter  30 value 410.338669
iter  40 value 385.627945
iter  50 value 374.170445
iter  60 value 368.101732
iter  70 value 366.347466
final  value 366.258637 
converged
# weights:  105 (68 variable)
initial  value 549.306144 
iter  10 value 462.551600
iter  20 value 424.673161
iter  30 value 409.700329
iter  40 value 385.344481
iter  50 value 376.328135
iter  60 value 368.228181
iter  70 value 366.517175
final  value 366.324933 
converged
# weights:  105 (68 variable)
initial  value 549.306144 
iter  10 value 462.270657
iter  20 value 425.743906
iter  30 value 411.133974
iter  40 value 387.232203
iter  50 value 375.958332
iter  60 value 370.085934
iter  70 value 368.175546
final  value 368.037770 
converged
# weights:  105 (68 variable)
initial  value 549.306144 
iter  10 value 461.479817
iter  20 value 424.103176
iter  30 value 409.327685
iter  40 value 384.853361
iter  50 value 375.116284
iter  60 value 367.572227
iter  70 value 365.707698
final  value 365.567088 
converged
# weights:  105 (68 variable)
initial  value 549.306144 
iter  10 value 457.465504
iter  20 value 422.629446
iter  30 value 407.213087
iter  40 value 385.942920
iter  50 value 375.075203
iter  60 value 367.813066
iter  70 value 366.286451
final  value 366.175711 
converged
# weights:  105 (68 variable)
initial  value 549.306144 
iter  10 value 463.303188
iter  20 value 426.134804
iter  30 value 410.956747
iter  40 value 388.388946
iter  50 value 374.923045
iter  60 value 368.642178
iter  70 value 367.089426
final  value 366.726062 
converged
# weights:  105 (68 variable)
initial  value 549.306144 
iter  10 value 460.816364
iter  20 value 425.771978
iter  30 value 408.264044
iter  40 value 389.379765
iter  50 value 374.846808
iter  60 value 367.328781
iter  70 value 365.782028
final  value 365.599618 
converged
# weights:  105 (68 variable)
initial  value 549.306144 
iter  10 value 462.590359
iter  20 value 424.153567
iter  30 value 409.711298
iter  40 value 384.298892
iter  50 value 373.669076
iter  60 value 368.201115
iter  70 value 366.509983
final  value 366.309553 
converged
# weights:  105 (68 variable)
initial  value 549.306144 
iter  10 value 460.928238
iter  20 value 425.960156
iter  30 value 410.473107
iter  40 value 389.861830
iter  50 value 378.746138
iter  60 value 372.016123
iter  70 value 370.010474
final  value 369.902922 
converged
# weights:  105 (68 variable)
initial  value 549.306144 
iter  10 value 461.866740
iter  20 value 423.836723
iter  30 value 409.536319
iter  40 value 386.481520
iter  50 value 372.452833
iter  60 value 368.321314
iter  70 value 366.115063
final  value 365.971319 
converged
# weights:  105 (68 variable)
initial  value 549.306144 
iter  10 value 462.250045
iter  20 value 432.947245
iter  30 value 410.339699
iter  40 value 390.039234
iter  50 value 382.972804
iter  60 value 375.587657
iter  70 value 373.530695
final  value 373.329253 
converged
# weights:  105 (68 variable)
initial  value 549.306144 
iter  10 value 460.739452
iter  20 value 424.391409
iter  30 value 409.127475
iter  40 value 387.677859
iter  50 value 375.490866
iter  60 value 367.544052
iter  70 value 365.735486
final  value 365.634985 
converged
# weights:  105 (68 variable)
initial  value 549.306144 
iter  10 value 459.986231
iter  20 value 424.263472
iter  30 value 409.450067
iter  40 value 384.846542
iter  50 value 374.339394
iter  60 value 368.070060
iter  70 value 366.017971
final  value 365.927960 
converged
# weights:  105 (68 variable)
initial  value 549.306144 
iter  10 value 461.707878
iter  20 value 425.408133
iter  30 value 410.340420
iter  40 value 389.428880
iter  50 value 374.135944
iter  60 value 368.659172
iter  70 value 367.047693
final  value 366.887002 
converged
# weights:  105 (68 variable)
initial  value 549.306144 
iter  10 value 459.991254
iter  20 value 424.202200
iter  30 value 409.068980
iter  40 value 385.459957
iter  50 value 373.268196
iter  60 value 368.142820
iter  70 value 365.887712
final  value 365.699380 
converged
# weights:  105 (68 variable)
initial  value 549.306144 
iter  10 value 458.440482
iter  20 value 422.689125
iter  30 value 409.826976
iter  40 value 389.863179
iter  50 value 375.159865
iter  60 value 367.303521
iter  70 value 366.051987
final  value 365.870690 
converged
# weights:  105 (68 variable)
initial  value 549.306144 
iter  10 value 461.855579
iter  20 value 424.329684
iter  30 value 408.689256
iter  40 value 384.211099
iter  50 value 371.961133
iter  60 value 366.603219
iter  70 value 365.355552
final  value 365.187638 
converged
# weights:  105 (68 variable)
initial  value 549.306144 
iter  10 value 459.862500
iter  20 value 424.397511
iter  30 value 407.961199
iter  40 value 386.288894
iter  50 value 374.291187
iter  60 value 368.846060
iter  70 value 366.090388
final  value 365.926733 
converged
# weights:  105 (68 variable)
initial  value 549.306144 
iter  10 value 462.633150
iter  20 value 425.645398
iter  30 value 410.745004
iter  40 value 385.026620
iter  50 value 374.096782
iter  60 value 369.084508
iter  70 value 367.262964
final  value 367.131700 
converged
# weights:  105 (68 variable)
initial  value 549.306144 
iter  10 value 461.609139
iter  20 value 424.715320
iter  30 value 408.424626
iter  40 value 388.372570
iter  50 value 371.421013
iter  60 value 367.967737
iter  70 value 365.556026
final  value 365.358393 
converged
# weights:  105 (68 variable)
initial  value 549.306144 
iter  10 value 460.236983
iter  20 value 425.117240
iter  30 value 410.031377
iter  40 value 385.782028
iter  50 value 372.119532
iter  60 value 368.115296
iter  70 value 366.253081
final  value 366.089466 
converged
# weights:  105 (68 variable)
initial  value 549.306144 
iter  10 value 460.613300
iter  20 value 425.107957
iter  30 value 409.194915
iter  40 value 384.583460
iter  50 value 374.313183
iter  60 value 367.865699
iter  70 value 365.410801
final  value 365.224946 
converged
# weights:  105 (68 variable)
initial  value 549.306144 
iter  10 value 465.162305
iter  20 value 431.789995
iter  30 value 416.655316
iter  40 value 394.392733
iter  50 value 387.983888
iter  60 value 379.992443
iter  70 value 378.579475
final  value 378.334790 
converged
# weights:  105 (68 variable)
initial  value 549.306144 
iter  10 value 471.705408
iter  20 value 436.686766
iter  30 value 422.821231
iter  40 value 404.306433
iter  50 value 395.884249
iter  60 value 391.270480
iter  70 value 388.610293
final  value 388.468707 
converged
# weights:  105 (68 variable)
initial  value 549.306144 
iter  10 value 465.176301
iter  20 value 430.581426
iter  30 value 414.951943
iter  40 value 392.835072
iter  50 value 385.000148
iter  60 value 379.263212
iter  70 value 377.959004
final  value 377.858317 
converged
# weights:  105 (68 variable)
initial  value 549.306144 
iter  10 value 465.104449
iter  20 value 432.072591
iter  30 value 416.358081
iter  40 value 396.376501
iter  50 value 386.883036
iter  60 value 380.316285
iter  70 value 378.477544
final  value 378.368131 
converged
# weights:  105 (68 variable)
initial  value 549.306144 
iter  10 value 471.468746
iter  20 value 439.482374
iter  30 value 424.851783
iter  40 value 400.530543
iter  50 value 391.909368
iter  60 value 387.692864
iter  70 value 386.150055
final  value 386.067803 
converged
# weights:  111 (72 variable)
initial  value 549.306144 
iter  10 value 457.611812
iter  20 value 424.941544
iter  30 value 407.070583
iter  40 value 385.717571
iter  50 value 373.172896
iter  60 value 368.393043
iter  70 value 364.704256
iter  80 value 364.057419
final  value 364.057348 
converged
# weights:  111 (72 variable)
initial  value 549.306144 
iter  10 value 459.061419
iter  20 value 424.887667
iter  30 value 407.608553
iter  40 value 384.221984
iter  50 value 375.533215
iter  60 value 368.294659
iter  70 value 364.835571
iter  80 value 364.257845
final  value 364.257798 
converged
# weights:  111 (72 variable)
initial  value 549.306144 
iter  10 value 454.168853
iter  20 value 423.182394
iter  30 value 405.473777
iter  40 value 382.829770
iter  50 value 374.669954
iter  60 value 368.457303
iter  70 value 364.625197
iter  80 value 364.352552
iter  80 value 364.352550
iter  80 value 364.352550
final  value 364.352550 
converged
# weights:  111 (72 variable)
initial  value 549.306144 
iter  10 value 453.960129
iter  20 value 423.599829
iter  30 value 407.111891
iter  40 value 384.018358
iter  50 value 374.796236
iter  60 value 367.225363
iter  70 value 364.617226
iter  80 value 364.100208
final  value 364.100186 
converged
# weights:  111 (72 variable)
initial  value 549.306144 
iter  10 value 457.700447
iter  20 value 426.087059
iter  30 value 407.899265
iter  40 value 386.639089
iter  50 value 375.950851
iter  60 value 368.350198
iter  70 value 364.967900
iter  80 value 364.398008
final  value 364.397965 
converged
# weights:  111 (72 variable)
initial  value 549.306144 
iter  10 value 454.500942
iter  20 value 423.347952
iter  30 value 406.765985
iter  40 value 383.595049
iter  50 value 374.668990
iter  60 value 368.789479
iter  70 value 365.030955
iter  80 value 364.580951
final  value 364.580930 
converged
# weights:  111 (72 variable)
initial  value 549.306144 
iter  10 value 458.957593
iter  20 value 426.147839
iter  30 value 407.993956
iter  40 value 383.562822
iter  50 value 375.083874
iter  60 value 369.103526
iter  70 value 364.775435
iter  80 value 364.123681
final  value 364.123635 
converged
# weights:  111 (72 variable)
initial  value 549.306144 
iter  10 value 458.327866
iter  20 value 424.710604
iter  30 value 408.601750
iter  40 value 386.376152
iter  50 value 374.818867
iter  60 value 368.522517
iter  70 value 365.223718
iter  80 value 364.443778
final  value 364.443703 
converged
# weights:  111 (72 variable)
initial  value 549.306144 
iter  10 value 456.555260
iter  20 value 424.711174
iter  30 value 406.459119
iter  40 value 383.023932
iter  50 value 372.549457
iter  60 value 368.203496
iter  70 value 365.147495
iter  80 value 364.575883
final  value 364.575821 
converged
# weights:  111 (72 variable)
initial  value 549.306144 
iter  10 value 458.744290
iter  20 value 426.083489
iter  30 value 407.496934
iter  40 value 382.879004
iter  50 value 375.777652
iter  60 value 367.982584
iter  70 value 364.494829
iter  80 value 364.089639
final  value 364.089626 
converged
# weights:  111 (72 variable)
initial  value 549.306144 
iter  10 value 461.150858
iter  20 value 425.170816
iter  30 value 408.619291
iter  40 value 383.562374
iter  50 value 374.972819
iter  60 value 368.207297
iter  70 value 364.637943
iter  80 value 364.248923
final  value 364.248910 
converged
# weights:  111 (72 variable)
initial  value 549.306144 
iter  10 value 460.089295
iter  20 value 424.979101
iter  30 value 408.021779
iter  40 value 384.429949
iter  50 value 373.718110
iter  60 value 367.820277
iter  70 value 364.709844
iter  80 value 364.209680
final  value 364.209645 
converged
# weights:  111 (72 variable)
initial  value 549.306144 
iter  10 value 460.791772
iter  20 value 423.769302
iter  30 value 408.244973
iter  40 value 385.403116
iter  50 value 375.716701
iter  60 value 367.523883
iter  70 value 364.813672
iter  80 value 364.328150
final  value 364.328136 
converged
# weights:  111 (72 variable)
initial  value 549.306144 
iter  10 value 460.749140
iter  20 value 425.491648
iter  30 value 408.043632
iter  40 value 383.614282
iter  50 value 374.321969
iter  60 value 368.085996
iter  70 value 364.826831
iter  80 value 364.455425
final  value 364.455407 
converged
# weights:  111 (72 variable)
initial  value 549.306144 
iter  10 value 465.216073
iter  20 value 429.584216
iter  30 value 410.415585
iter  40 value 389.654257
iter  50 value 376.177731
iter  60 value 369.271070
iter  70 value 365.023979
iter  80 value 364.389672
final  value 364.389654 
converged
# weights:  111 (72 variable)
initial  value 549.306144 
iter  10 value 460.426176
iter  20 value 425.831483
iter  30 value 409.054154
iter  40 value 384.384119
iter  50 value 375.538608
iter  60 value 369.807401
iter  70 value 365.248106
iter  80 value 364.281689
final  value 364.281627 
converged
# weights:  105 (68 variable)
initial  value 549.306144 
iter  10 value 461.855579
iter  20 value 424.329684
iter  30 value 408.689256
iter  40 value 384.211099
iter  50 value 371.961133
iter  60 value 366.603219
iter  70 value 365.355552
final  value 365.187638 
converged
# weights:  102 (66 variable)
initial  value 549.306144 
iter  10 value 467.165452
iter  20 value 425.435182
iter  30 value 410.539522
iter  40 value 385.756495
iter  50 value 373.980671
iter  60 value 367.395127
iter  70 value 366.563887
final  value 366.477128 
converged
# weights:  102 (66 variable)
initial  value 549.306144 
iter  10 value 466.996091
iter  20 value 423.978988
iter  30 value 411.154005
iter  40 value 387.383513
iter  50 value 372.973398
iter  60 value 367.445259
iter  70 value 366.500209
final  value 366.470250 
converged
# weights:  102 (66 variable)
initial  value 549.306144 
iter  10 value 466.759776
iter  20 value 423.903435
iter  30 value 411.311893
iter  40 value 384.653041
iter  50 value 372.970980
iter  60 value 366.741657
iter  70 value 365.982145
final  value 365.943364 
converged
# weights:  102 (66 variable)
initial  value 549.306144 
iter  10 value 462.067659
iter  20 value 422.353212
iter  30 value 408.698983
iter  40 value 385.310078
iter  50 value 374.534134
iter  60 value 368.469371
iter  70 value 367.585927
final  value 367.548859 
converged
# weights:  102 (66 variable)
initial  value 549.306144 
iter  10 value 467.154663
iter  20 value 427.261618
iter  30 value 411.625991
iter  40 value 387.793287
iter  50 value 376.184650
iter  60 value 370.095758
iter  70 value 369.286885
final  value 369.188405 
converged
# weights:  102 (66 variable)
initial  value 549.306144 
iter  10 value 463.097611
iter  20 value 423.826913
iter  30 value 408.094141
iter  40 value 384.521584
iter  50 value 373.209022
iter  60 value 366.827413
iter  70 value 365.984603
final  value 365.947128 
converged
# weights:  102 (66 variable)
initial  value 549.306144 
iter  10 value 464.150311
iter  20 value 424.853332
iter  30 value 409.130538
iter  40 value 385.475755
iter  50 value 374.371037
iter  60 value 367.696825
iter  70 value 367.076071
final  value 367.054609 
converged
# weights:  102 (66 variable)
initial  value 549.306144 
iter  10 value 467.249120
iter  20 value 425.383935
iter  30 value 410.966203
iter  40 value 386.139432
iter  50 value 375.243103
iter  60 value 368.162847
iter  70 value 366.873028
final  value 366.810191 
converged
# weights:  102 (66 variable)
initial  value 549.306144 
iter  10 value 463.875714
iter  20 value 423.992142
iter  30 value 410.199557
iter  40 value 386.267380
iter  50 value 373.521501
iter  60 value 367.721718
iter  70 value 366.987597
final  value 366.913437 
converged
# weights:  102 (66 variable)
initial  value 549.306144 
iter  10 value 463.546852
iter  20 value 425.711882
iter  30 value 411.143137
iter  40 value 389.468548
iter  50 value 377.982750
iter  60 value 369.460968
iter  70 value 368.711795
final  value 368.669901 
converged
# weights:  102 (66 variable)
initial  value 549.306144 
iter  10 value 462.698055
iter  20 value 424.004919
iter  30 value 409.440348
iter  40 value 384.665186
iter  50 value 372.646934
iter  60 value 366.707459
iter  70 value 366.092256
final  value 366.069812 
converged
# weights:  102 (66 variable)
initial  value 549.306144 
iter  10 value 458.822213
iter  20 value 422.426235
iter  30 value 408.298567
iter  40 value 385.325003
iter  50 value 374.704725
iter  60 value 367.428814
iter  70 value 366.778260
final  value 366.742106 
converged
# weights:  102 (66 variable)
initial  value 549.306144 
iter  10 value 464.436690
iter  20 value 425.675319
iter  30 value 410.744681
iter  40 value 388.741691
iter  50 value 376.099813
iter  60 value 368.216501
iter  70 value 367.281643
final  value 367.185250 
converged
# weights:  102 (66 variable)
initial  value 549.306144 
iter  10 value 462.039065
iter  20 value 425.152971
iter  30 value 408.968373
iter  40 value 387.374449
iter  50 value 375.264921
iter  60 value 368.026924
iter  70 value 366.330735
final  value 366.112640 
converged
# weights:  102 (66 variable)
initial  value 549.306144 
iter  10 value 463.979040
iter  20 value 424.586635
iter  30 value 411.244683
iter  40 value 386.165124
iter  50 value 375.064178
iter  60 value 367.853041
iter  70 value 367.041077
final  value 367.022884 
converged
# weights:  102 (66 variable)
initial  value 549.306144 
iter  10 value 462.156956
iter  20 value 424.913740
iter  30 value 410.980389
iter  40 value 385.878641
iter  50 value 375.436782
iter  60 value 370.706378
iter  70 value 370.308878
final  value 370.300779 
converged
# weights:  102 (66 variable)
initial  value 549.306144 
iter  10 value 463.106411
iter  20 value 423.145671
iter  30 value 409.485565
iter  40 value 387.426040
iter  50 value 373.942195
iter  60 value 367.253709
iter  70 value 366.636358
final  value 366.601765 
converged
# weights:  102 (66 variable)
initial  value 549.306144 
iter  10 value 463.510024
iter  20 value 432.068339
iter  30 value 411.003026
iter  40 value 393.046105
iter  50 value 379.598884
iter  60 value 375.263747
iter  70 value 374.277664
final  value 374.233646 
converged
# weights:  102 (66 variable)
initial  value 549.306144 
iter  10 value 461.943093
iter  20 value 424.054308
iter  30 value 409.791410
iter  40 value 390.837558
iter  50 value 373.321612
iter  60 value 367.067625
iter  70 value 366.149812
final  value 366.108351 
converged
# weights:  102 (66 variable)
initial  value 549.306144 
iter  10 value 461.195519
iter  20 value 423.608483
iter  30 value 409.668429
iter  40 value 389.953046
iter  50 value 373.601121
iter  60 value 367.478248
iter  70 value 366.580845
final  value 366.533018 
converged
# weights:  102 (66 variable)
initial  value 549.306144 
iter  10 value 462.921398
iter  20 value 425.347759
iter  30 value 411.116044
iter  40 value 388.342013
iter  50 value 375.248194
iter  60 value 368.422808
iter  70 value 367.692484
final  value 367.650455 
converged
# weights:  102 (66 variable)
initial  value 549.306144 
iter  10 value 461.405428
iter  20 value 423.602003
iter  30 value 409.338160
iter  40 value 386.181893
iter  50 value 373.948009
iter  60 value 367.084367
iter  70 value 366.456985
final  value 366.441810 
converged
# weights:  102 (66 variable)
initial  value 549.306144 
iter  10 value 459.507615
iter  20 value 422.819125
iter  30 value 409.959830
iter  40 value 388.679398
iter  50 value 375.607003
iter  60 value 366.885525
iter  70 value 366.461658
final  value 366.431539 
converged
# weights:  102 (66 variable)
initial  value 549.306144 
iter  10 value 461.061672
iter  20 value 423.765058
iter  30 value 408.713332
iter  40 value 384.706713
iter  50 value 373.970755
iter  60 value 367.438552
iter  70 value 366.379423
final  value 366.345293 
converged
# weights:  102 (66 variable)
initial  value 549.306144 
iter  10 value 464.009224
iter  20 value 421.125352
iter  30 value 411.838232
iter  40 value 387.745483
iter  50 value 374.294542
iter  60 value 368.705434
iter  70 value 367.992277
final  value 367.968975 
converged
# weights:  102 (66 variable)
initial  value 549.306144 
iter  10 value 462.837965
iter  20 value 424.137905
iter  30 value 409.964944
iter  40 value 386.076947
iter  50 value 373.298810
iter  60 value 367.295567
iter  70 value 366.109185
final  value 366.056670 
converged
# weights:  102 (66 variable)
initial  value 549.306144 
iter  10 value 461.664654
iter  20 value 424.310144
iter  30 value 410.068406
iter  40 value 386.333657
iter  50 value 374.797256
iter  60 value 367.472105
iter  70 value 366.845361
final  value 366.825436 
converged
# weights:  102 (66 variable)
initial  value 549.306144 
iter  10 value 461.843869
iter  20 value 424.363462
iter  30 value 409.546086
iter  40 value 383.938739
iter  50 value 372.847130
iter  60 value 366.396515
iter  70 value 365.803639
final  value 365.768588 
converged
# weights:  102 (66 variable)
initial  value 549.306144 
iter  10 value 466.607057
iter  20 value 431.295538
iter  30 value 417.549848
iter  40 value 397.079842
iter  50 value 385.632665
iter  60 value 380.025071
iter  70 value 379.387499
final  value 379.334442 
converged
# weights:  102 (66 variable)
initial  value 549.306144 
iter  10 value 472.988828
iter  20 value 436.537864
iter  30 value 423.548323
iter  40 value 403.365405
iter  50 value 394.116534
iter  60 value 389.702236
iter  70 value 389.190465
final  value 389.163172 
converged
# weights:  102 (66 variable)
initial  value 549.306144 
iter  10 value 466.180158
iter  20 value 430.137131
iter  30 value 415.455657
iter  40 value 392.253210
iter  50 value 383.807468
iter  60 value 379.064687
iter  70 value 378.420712
final  value 378.397083 
converged
# weights:  102 (66 variable)
initial  value 549.306144 
iter  10 value 466.522202
iter  20 value 431.566323
iter  30 value 418.100536
iter  40 value 398.312570
iter  50 value 385.914280
iter  60 value 379.847245
iter  70 value 379.227550
final  value 379.151936 
converged
# weights:  102 (66 variable)
initial  value 549.306144 
iter  10 value 472.678156
iter  20 value 438.465320
iter  30 value 424.434543
iter  40 value 402.001461
iter  50 value 392.239317
iter  60 value 387.519395
iter  70 value 386.935525
final  value 386.859007 
converged
# weights:  108 (70 variable)
initial  value 549.306144 
iter  10 value 458.781463
iter  20 value 424.329565
iter  30 value 407.800311
iter  40 value 384.776094
iter  50 value 372.821386
iter  60 value 366.674220
iter  70 value 364.776315
iter  80 value 364.608838
iter  80 value 364.608837
iter  80 value 364.608837
final  value 364.608837 
converged
# weights:  108 (70 variable)
initial  value 549.306144 
iter  10 value 464.633899
iter  20 value 429.328753
iter  30 value 409.872815
iter  40 value 385.620509
iter  50 value 372.972152
iter  60 value 367.393931
iter  70 value 364.897312
final  value 364.799889 
converged
# weights:  108 (70 variable)
initial  value 549.306144 
iter  10 value 455.439618
iter  20 value 422.335593
iter  30 value 406.838383
iter  40 value 383.323946
iter  50 value 372.453876
iter  60 value 367.071771
iter  70 value 365.133019
iter  80 value 364.937198
iter  80 value 364.937197
iter  80 value 364.937197
final  value 364.937197 
converged
# weights:  108 (70 variable)
initial  value 549.306144 
iter  10 value 455.331035
iter  20 value 422.438757
iter  30 value 407.049423
iter  40 value 389.805058
iter  50 value 374.136485
iter  60 value 366.655386
iter  70 value 365.028585
iter  80 value 364.731249
iter  80 value 364.731249
iter  80 value 364.731249
final  value 364.731249 
converged
# weights:  108 (70 variable)
initial  value 549.306144 
iter  10 value 459.014221
iter  20 value 424.062119
iter  30 value 408.608698
iter  40 value 387.836622
iter  50 value 373.543697
iter  60 value 366.892066
iter  70 value 365.159381
final  value 365.009579 
converged
# weights:  108 (70 variable)
initial  value 549.306144 
iter  10 value 455.673221
iter  20 value 422.909457
iter  30 value 407.836206
iter  40 value 385.020261
iter  50 value 372.733983
iter  60 value 367.625845
iter  70 value 365.330032
iter  80 value 365.156910
iter  80 value 365.156910
iter  80 value 365.156910
final  value 365.156910 
converged
# weights:  108 (70 variable)
initial  value 549.306144 
iter  10 value 460.087056
iter  20 value 425.569199
iter  30 value 408.327541
iter  40 value 383.283900
iter  50 value 372.632233
iter  60 value 366.880232
iter  70 value 364.751566
final  value 364.659852 
converged
# weights:  108 (70 variable)
initial  value 549.306144 
iter  10 value 459.592018
iter  20 value 424.079942
iter  30 value 408.654738
iter  40 value 387.098768
iter  50 value 372.718818
iter  60 value 367.462579
iter  70 value 365.229357
iter  80 value 364.988051
iter  80 value 364.988050
iter  80 value 364.988050
final  value 364.988050 
converged
# weights:  108 (70 variable)
initial  value 549.306144 
iter  10 value 457.474276
iter  20 value 424.218021
iter  30 value 407.048711
iter  40 value 385.180616
iter  50 value 373.458588
iter  60 value 367.580909
iter  70 value 365.349097
iter  80 value 365.130970
iter  80 value 365.130970
iter  80 value 365.130970
final  value 365.130970 
converged
# weights:  108 (70 variable)
initial  value 549.306144 
iter  10 value 460.168278
iter  20 value 424.981857
iter  30 value 408.568688
iter  40 value 383.691877
iter  50 value 372.198721
iter  60 value 367.367008
iter  70 value 365.024838
iter  80 value 364.725504
iter  80 value 364.725504
iter  80 value 364.725503
final  value 364.725503 
converged
# weights:  108 (70 variable)
initial  value 549.306144 
iter  10 value 462.344697
iter  20 value 424.398988
iter  30 value 408.908190
iter  40 value 386.230279
iter  50 value 373.769009
iter  60 value 367.499467
iter  70 value 365.012166
iter  80 value 364.778538
iter  80 value 364.778538
iter  80 value 364.778538
final  value 364.778538 
converged
# weights:  108 (70 variable)
initial  value 549.306144 
iter  10 value 461.331905
iter  20 value 424.192728
iter  30 value 408.624936
iter  40 value 385.747002
iter  50 value 371.350730
iter  60 value 366.615219
iter  70 value 365.132729
final  value 364.889194 
converged
# weights:  108 (70 variable)
initial  value 549.306144 
iter  10 value 460.610999
iter  20 value 425.027996
iter  30 value 408.626844
iter  40 value 389.329811
iter  50 value 373.612501
iter  60 value 367.332515
iter  70 value 364.974005
final  value 364.611029 
converged
# weights:  108 (70 variable)
initial  value 549.306144 
iter  10 value 462.095653
iter  20 value 423.300139
iter  30 value 408.878940
iter  40 value 387.102295
iter  50 value 372.638038
iter  60 value 367.807505
iter  70 value 365.303860
iter  80 value 364.959029
iter  80 value 364.959028
iter  80 value 364.959028
final  value 364.959028 
converged
# weights:  108 (70 variable)
initial  value 549.306144 
iter  10 value 461.958441
iter  20 value 425.005982
iter  30 value 408.699560
iter  40 value 383.886861
iter  50 value 373.306328
iter  60 value 367.394027
iter  70 value 365.224866
iter  80 value 365.069312
iter  80 value 365.069312
iter  80 value 365.069312
final  value 365.069312 
converged
# weights:  108 (70 variable)
initial  value 549.306144 
iter  10 value 466.484854
iter  20 value 428.364554
iter  30 value 413.039290
iter  40 value 389.190556
iter  50 value 373.191697
iter  60 value 368.414268
iter  70 value 365.310296
final  value 364.997378 
converged
# weights:  108 (70 variable)
initial  value 549.306144 
iter  10 value 461.801286
iter  20 value 424.745539
iter  30 value 409.608811
iter  40 value 386.739716
iter  50 value 374.084928
iter  60 value 367.262685
iter  70 value 365.145533
iter  80 value 364.936748
iter  80 value 364.936747
iter  80 value 364.936747
final  value 364.936747 
converged
# weights:  102 (66 variable)
initial  value 549.306144 
iter  10 value 461.843869
iter  20 value 424.363462
iter  30 value 409.546086
iter  40 value 383.938739
iter  50 value 372.847130
iter  60 value 366.396515
iter  70 value 365.803639
final  value 365.768588 
converged
# weights:  99 (64 variable)
initial  value 549.306144 
iter  10 value 467.000585
iter  20 value 425.836123
iter  30 value 411.197208
iter  40 value 386.928970
iter  50 value 377.404833
iter  60 value 367.665958
iter  70 value 367.046075
final  value 367.045123 
converged
# weights:  99 (64 variable)
initial  value 549.306144 
iter  10 value 466.996762
iter  20 value 424.545260
iter  30 value 411.462346
iter  40 value 385.061952
iter  50 value 375.357469
iter  60 value 367.786783
iter  70 value 367.036981
final  value 367.035645 
converged
# weights:  99 (64 variable)
initial  value 549.306144 
iter  10 value 466.826024
iter  20 value 424.482356
iter  30 value 410.072307
iter  40 value 383.927795
iter  50 value 373.053249
iter  60 value 367.081427
iter  70 value 366.513927
final  value 366.512650 
converged
# weights:  99 (64 variable)
initial  value 549.306144 
iter  10 value 462.027598
iter  20 value 423.031035
iter  30 value 411.433058
iter  40 value 386.987279
iter  50 value 374.340902
iter  60 value 368.685346
iter  70 value 368.100108
final  value 368.099058 
converged
# weights:  99 (64 variable)
initial  value 549.306144 
iter  10 value 467.077036
iter  20 value 427.828026
iter  30 value 414.240239
iter  40 value 389.897949
iter  50 value 376.289568
iter  60 value 370.500776
iter  70 value 369.783154
final  value 369.781729 
converged
# weights:  99 (64 variable)
initial  value 549.306144 
iter  10 value 463.099262
iter  20 value 423.933812
iter  30 value 408.519055
iter  40 value 387.157058
iter  50 value 373.327517
iter  60 value 367.061578
iter  70 value 366.568756
final  value 366.567833 
converged
# weights:  99 (64 variable)
initial  value 549.306144 
iter  10 value 464.128951
iter  20 value 425.539575
iter  30 value 408.623564
iter  40 value 382.911601
iter  50 value 373.790550
iter  60 value 367.991396
iter  70 value 367.573818
final  value 367.572995 
converged
# weights:  99 (64 variable)
initial  value 549.306144 
iter  10 value 467.176440
iter  20 value 425.597870
iter  30 value 411.650673
iter  40 value 388.525673
iter  50 value 373.717805
iter  60 value 367.908663
iter  70 value 367.389046
final  value 367.388000 
converged
# weights:  99 (64 variable)
initial  value 549.306144 
iter  10 value 463.929157
iter  20 value 424.324872
iter  30 value 410.936354
iter  40 value 384.284558
iter  50 value 373.905635
iter  60 value 368.001794
iter  70 value 367.546470
final  value 367.545754 
converged
# weights:  99 (64 variable)
initial  value 549.306144 
iter  10 value 463.488074
iter  20 value 426.217340
iter  30 value 410.654468
iter  40 value 386.182970
iter  50 value 375.804020
iter  60 value 369.427734
iter  70 value 368.958737
final  value 368.957489 
converged
# weights:  99 (64 variable)
initial  value 549.306144 
iter  10 value 462.791311
iter  20 value 424.021160
iter  30 value 410.644854
iter  40 value 384.054632
iter  50 value 373.258304
iter  60 value 367.099976
iter  70 value 366.668467
final  value 366.667609 
converged
# weights:  99 (64 variable)
initial  value 549.306144 
iter  10 value 458.615434
iter  20 value 422.378430
iter  30 value 408.378922
iter  40 value 389.132025
iter  50 value 376.216891
iter  60 value 367.859355
iter  70 value 367.342044
final  value 367.340714 
converged
# weights:  99 (64 variable)
initial  value 549.306144 
iter  10 value 464.557886
iter  20 value 425.621298
iter  30 value 411.397085
iter  40 value 385.484618
iter  50 value 373.734639
iter  60 value 368.370839
iter  70 value 367.688225
final  value 367.686261 
converged
# weights:  99 (64 variable)
initial  value 549.306144 
iter  10 value 462.009116
iter  20 value 425.264917
iter  30 value 410.644926
iter  40 value 385.181034
iter  50 value 372.576897
iter  60 value 367.520898
iter  70 value 366.721568
final  value 366.718607 
converged
# weights:  99 (64 variable)
initial  value 549.306144 
iter  10 value 464.044732
iter  20 value 424.515147
iter  30 value 411.254239
iter  40 value 389.557053
iter  50 value 374.049529
iter  60 value 368.488014
iter  70 value 367.552321
final  value 367.549967 
converged
# weights:  99 (64 variable)
initial  value 549.306144 
iter  10 value 462.143906
iter  20 value 425.140785
iter  30 value 411.026766
iter  40 value 387.098573
iter  50 value 374.858829
iter  60 value 371.826540
iter  70 value 370.886837
final  value 370.885351 
converged
# weights:  99 (64 variable)
initial  value 549.306144 
iter  10 value 463.207599
iter  20 value 423.410334
iter  30 value 408.967660
iter  40 value 390.138593
iter  50 value 374.564684
iter  60 value 367.923712
iter  70 value 367.271778
final  value 367.270509 
converged
# weights:  99 (64 variable)
initial  value 549.306144 
iter  10 value 463.466160
iter  20 value 431.790729
iter  30 value 411.548472
iter  40 value 393.032007
iter  50 value 379.306050
iter  60 value 374.801823
iter  70 value 374.521379
final  value 374.515275 
converged
# weights:  99 (64 variable)
initial  value 549.306144 
iter  10 value 461.959966
iter  20 value 424.153499
iter  30 value 409.764277
iter  40 value 390.811720
iter  50 value 373.773192
iter  60 value 367.270806
iter  70 value 366.645748
final  value 366.644467 
converged
# weights:  99 (64 variable)
initial  value 549.306144 
iter  10 value 461.065172
iter  20 value 424.122346
iter  30 value 410.155364
iter  40 value 389.398625
iter  50 value 374.414338
iter  60 value 368.084955
iter  70 value 367.139483
final  value 367.137713 
converged
# weights:  99 (64 variable)
initial  value 549.306144 
iter  10 value 462.912001
iter  20 value 425.484199
iter  30 value 412.240300
iter  40 value 392.904539
iter  50 value 376.248526
iter  60 value 368.805024
iter  70 value 368.221986
final  value 368.221070 
converged
# weights:  99 (64 variable)
initial  value 549.306144 
iter  10 value 461.264065
iter  20 value 423.597397
iter  30 value 409.315036
iter  40 value 389.986507
iter  50 value 375.583273
iter  60 value 367.573617
iter  70 value 366.981049
final  value 366.979202 
converged
# weights:  99 (64 variable)
initial  value 549.306144 
iter  10 value 459.738393
iter  20 value 422.975322
iter  30 value 410.474076
iter  40 value 385.067587
iter  50 value 373.501431
iter  60 value 367.461038
iter  70 value 367.051693
final  value 367.049734 
converged
# weights:  99 (64 variable)
initial  value 549.306144 
iter  10 value 461.054269
iter  20 value 424.163146
iter  30 value 409.227738
iter  40 value 390.278636
iter  50 value 376.578440
iter  60 value 367.568165
iter  70 value 366.883495
final  value 366.882571 
converged
# weights:  99 (64 variable)
initial  value 549.306144 
iter  10 value 463.928619
iter  20 value 421.499430
iter  30 value 412.200785
iter  40 value 383.194091
iter  50 value 374.039452
iter  60 value 369.155238
iter  70 value 368.506999
final  value 368.505257 
converged
# weights:  99 (64 variable)
initial  value 549.306144 
iter  10 value 462.917737
iter  20 value 424.388147
iter  30 value 409.942930
iter  40 value 385.528069
iter  50 value 373.458903
iter  60 value 367.408740
iter  70 value 366.632712
final  value 366.630914 
converged
# weights:  99 (64 variable)
initial  value 549.306144 
iter  10 value 461.664690
iter  20 value 425.047512
iter  30 value 411.435699
iter  40 value 387.102347
iter  50 value 375.640997
iter  60 value 369.204879
iter  70 value 367.409256
final  value 367.407101 
converged
# weights:  99 (64 variable)
initial  value 549.306144 
iter  10 value 466.633967
iter  20 value 431.152615
iter  30 value 418.193202
iter  40 value 394.016287
iter  50 value 386.625158
iter  60 value 380.694331
iter  70 value 379.804480
final  value 379.801626 
converged
# weights:  99 (64 variable)
initial  value 549.306144 
iter  10 value 472.980940
iter  20 value 436.655332
iter  30 value 424.492368
iter  40 value 403.229873
iter  50 value 395.251338
iter  60 value 390.627855
iter  70 value 390.022045
final  value 390.021552 
converged
# weights:  99 (64 variable)
initial  value 549.306144 
iter  10 value 466.052295
iter  20 value 429.748384
iter  30 value 416.226190
iter  40 value 393.415838
iter  50 value 385.914899
iter  60 value 379.658138
iter  70 value 378.875403
final  value 378.873927 
converged
# weights:  99 (64 variable)
initial  value 549.306144 
iter  10 value 466.542114
iter  20 value 431.605955
iter  30 value 418.881195
iter  40 value 394.472461
iter  50 value 386.224740
iter  60 value 380.300146
iter  70 value 379.897265
final  value 379.896342 
converged
# weights:  99 (64 variable)
initial  value 549.306144 
iter  10 value 472.910355
iter  20 value 439.144868
iter  30 value 425.135952
iter  40 value 402.280768
iter  50 value 392.298637
iter  60 value 388.452046
iter  70 value 387.840606
final  value 387.840202 
converged
# weights:  105 (68 variable)
initial  value 549.306144 
iter  10 value 458.696616
iter  20 value 424.205350
iter  30 value 408.044881
iter  40 value 387.358811
iter  50 value 373.873306
iter  60 value 366.456927
iter  70 value 365.240197
final  value 365.183324 
converged
# weights:  105 (68 variable)
initial  value 549.306144 
iter  10 value 460.339749
iter  20 value 424.606099
iter  30 value 407.258939
iter  40 value 384.333968
iter  50 value 373.093099
iter  60 value 366.797314
iter  70 value 365.498187
final  value 365.321973 
converged
# weights:  105 (68 variable)
initial  value 549.306144 
iter  10 value 455.398847
iter  20 value 422.499741
iter  30 value 407.102856
iter  40 value 384.435381
iter  50 value 373.807694
iter  60 value 366.550909
iter  70 value 365.730140
final  value 365.555559 
converged
# weights:  105 (68 variable)
initial  value 549.306144 
iter  10 value 455.236272
iter  20 value 422.559565
iter  30 value 407.390777
iter  40 value 390.410565
iter  50 value 373.056789
iter  60 value 366.663271
iter  70 value 365.448565
final  value 365.299047 
converged
# weights:  105 (68 variable)
initial  value 549.306144 
iter  10 value 458.900548
iter  20 value 424.735528
iter  30 value 410.620201
iter  40 value 384.844584
iter  50 value 373.509467
iter  60 value 366.505017
iter  70 value 365.642828
final  value 365.603524 
converged
# weights:  105 (68 variable)
initial  value 549.306144 
iter  10 value 455.522531
iter  20 value 422.715865
iter  30 value 407.356891
iter  40 value 385.121064
iter  50 value 372.757497
iter  60 value 367.109669
iter  70 value 365.876890
final  value 365.748457 
converged
# weights:  105 (68 variable)
initial  value 549.306144 
iter  10 value 459.966060
iter  20 value 425.261695
iter  30 value 408.968260
iter  40 value 384.338179
iter  50 value 375.031251
iter  60 value 366.437954
iter  70 value 365.284147
final  value 365.228810 
converged
# weights:  105 (68 variable)
initial  value 549.306144 
iter  10 value 459.771270
iter  20 value 424.270627
iter  30 value 408.917171
iter  40 value 386.620247
iter  50 value 373.938442
iter  60 value 366.346463
iter  70 value 365.635512
final  value 365.586855 
converged
# weights:  105 (68 variable)
initial  value 549.306144 
iter  10 value 457.367239
iter  20 value 423.809247
iter  30 value 408.270314
iter  40 value 384.156150
iter  50 value 373.632061
iter  60 value 367.541936
iter  70 value 365.774191
final  value 365.700168 
converged
# weights:  105 (68 variable)
initial  value 549.306144 
iter  10 value 460.157018
iter  20 value 424.916154
iter  30 value 409.060134
iter  40 value 385.298540
iter  50 value 373.609595
iter  60 value 366.139192
iter  70 value 365.483697
final  value 365.334166 
converged
# weights:  105 (68 variable)
initial  value 549.306144 
iter  10 value 462.312815
iter  20 value 424.785175
iter  30 value 409.355312
iter  40 value 387.024341
iter  50 value 372.331117
iter  60 value 366.298524
iter  70 value 365.430964
final  value 365.371783 
converged
# weights:  105 (68 variable)
initial  value 549.306144 
iter  10 value 461.299324
iter  20 value 424.066606
iter  30 value 409.090076
iter  40 value 386.617648
iter  50 value 373.293635
iter  60 value 366.272881
iter  70 value 365.658905
final  value 365.454503 
converged
# weights:  105 (68 variable)
initial  value 549.306144 
iter  10 value 460.613300
iter  20 value 425.107957
iter  30 value 409.194915
iter  40 value 384.583460
iter  50 value 374.313183
iter  60 value 367.865699
iter  70 value 365.410801
final  value 365.224946 
converged
# weights:  105 (68 variable)
initial  value 549.306144 
iter  10 value 462.023283
iter  20 value 423.536941
iter  30 value 409.142885
iter  40 value 386.811629
iter  50 value 373.720606
iter  60 value 367.512731
iter  70 value 365.651721
final  value 365.465152 
converged
# weights:  105 (68 variable)
initial  value 549.306144 
iter  10 value 461.854291
iter  20 value 424.952973
iter  30 value 409.169548
iter  40 value 385.452888
iter  50 value 373.582323
iter  60 value 366.446203
iter  70 value 365.769515
final  value 365.668511 
converged
# weights:  105 (68 variable)
initial  value 549.306144 
iter  10 value 462.525512
iter  20 value 424.652933
iter  30 value 408.708839
iter  40 value 385.680033
iter  50 value 373.172031
iter  60 value 366.971870
iter  70 value 365.630900
final  value 365.485770 
converged
# weights:  105 (68 variable)
initial  value 549.306144 
iter  10 value 461.924277
iter  20 value 425.151014
iter  30 value 408.886296
iter  40 value 385.382550
iter  50 value 374.756789
iter  60 value 367.435200
iter  70 value 365.588957
final  value 365.457612 
converged
# weights:  105 (68 variable)
initial  value 549.306144 
iter  10 value 461.855579
iter  20 value 424.329684
iter  30 value 408.689256
iter  40 value 384.211099
iter  50 value 371.961133
iter  60 value 366.603219
iter  70 value 365.355552
final  value 365.187638 
converged
# weights:  99 (64 variable)
initial  value 549.306144 
iter  10 value 466.826024
iter  20 value 424.482356
iter  30 value 410.072307
iter  40 value 383.927795
iter  50 value 373.053249
iter  60 value 367.081427
iter  70 value 366.513927
final  value 366.512650 
converged
# weights:  96 (62 variable)
initial  value 549.306144 
iter  10 value 472.024919
iter  20 value 425.387088
iter  30 value 410.411248
iter  40 value 387.718747
iter  50 value 371.428203
iter  60 value 368.439218
iter  70 value 367.848241
final  value 367.848197 
converged
# weights:  96 (62 variable)
initial  value 549.306144 
iter  10 value 471.959334
iter  20 value 425.459682
iter  30 value 413.625762
iter  40 value 393.276827
iter  50 value 374.405465
iter  60 value 368.570950
iter  70 value 367.627981
final  value 367.627951 
converged
# weights:  96 (62 variable)
initial  value 549.306144 
iter  10 value 467.230369
iter  20 value 424.246019
iter  30 value 410.127484
iter  40 value 387.490505
iter  50 value 373.541859
iter  60 value 369.580102
iter  70 value 368.951756
final  value 368.951710 
converged
# weights:  96 (62 variable)
initial  value 549.306144 
iter  10 value 472.343098
iter  20 value 428.725768
iter  30 value 405.553075
iter  40 value 387.735636
iter  50 value 375.959180
iter  60 value 371.234231
iter  70 value 370.533773
final  value 370.533746 
converged
# weights:  96 (62 variable)
initial  value 549.306144 
iter  10 value 468.343169
iter  20 value 424.693420
iter  30 value 409.694462
iter  40 value 385.974266
iter  50 value 372.202137
iter  60 value 368.410342
iter  70 value 367.338096
final  value 367.337992 
converged
# weights:  96 (62 variable)
initial  value 549.306144 
iter  10 value 469.312468
iter  20 value 425.860203
iter  30 value 406.857247
iter  40 value 385.122833
iter  50 value 373.799943
iter  60 value 368.708502
iter  70 value 368.316391
final  value 368.316380 
converged
# weights:  96 (62 variable)
initial  value 549.306144 
iter  10 value 474.661387
iter  20 value 432.454429
iter  30 value 418.758120
iter  40 value 388.070427
iter  50 value 376.659849
iter  60 value 368.966632
iter  70 value 368.232128
final  value 368.231902 
converged
# weights:  96 (62 variable)
initial  value 549.306144 
iter  10 value 469.000292
iter  20 value 424.735015
iter  30 value 410.775676
iter  40 value 388.511044
iter  50 value 372.259247
iter  60 value 369.098807
iter  70 value 368.423612
final  value 368.423587 
converged
# weights:  96 (62 variable)
initial  value 549.306144 
iter  10 value 469.379764
iter  20 value 427.084734
iter  30 value 407.016509
iter  40 value 385.216064
iter  50 value 374.113693
iter  60 value 370.357016
iter  70 value 369.798844
final  value 369.798793 
converged
# weights:  96 (62 variable)
initial  value 549.306144 
iter  10 value 467.133581
iter  20 value 424.883158
iter  30 value 411.348821
iter  40 value 388.215708
iter  50 value 371.703530
iter  60 value 368.546467
iter  70 value 367.396170
final  value 367.396057 
converged
# weights:  96 (62 variable)
initial  value 549.306144 
iter  10 value 463.314929
iter  20 value 423.649964
iter  30 value 410.041784
iter  40 value 389.796286
iter  50 value 372.776498
iter  60 value 369.249540
iter  70 value 368.089538
final  value 368.089477 
converged
# weights:  96 (62 variable)
initial  value 549.306144 
iter  10 value 469.442630
iter  20 value 426.530885
iter  30 value 413.407789
iter  40 value 388.642982
iter  50 value 372.704445
iter  60 value 369.449199
iter  70 value 368.491910
final  value 368.491890 
converged
# weights:  96 (62 variable)
initial  value 549.306144 
iter  10 value 466.895372
iter  20 value 425.392517
iter  30 value 410.673945
iter  40 value 388.836783
iter  50 value 371.133638
iter  60 value 368.082114
iter  70 value 367.493041
final  value 367.492976 
converged
# weights:  96 (62 variable)
initial  value 549.306144 
iter  10 value 469.176855
iter  20 value 425.217836
iter  30 value 408.580090
iter  40 value 391.180513
iter  50 value 373.226104
iter  60 value 369.279082
iter  70 value 368.549161
final  value 368.549092 
converged
# weights:  96 (62 variable)
initial  value 549.306144 
iter  10 value 467.033720
iter  20 value 425.737548
iter  30 value 410.879617
iter  40 value 383.120622
iter  50 value 373.909167
iter  60 value 371.753542
iter  70 value 371.648833
final  value 371.648826 
converged
# weights:  96 (62 variable)
initial  value 549.306144 
iter  10 value 467.542454
iter  20 value 423.202888
iter  30 value 408.437884
iter  40 value 387.851141
iter  50 value 372.865284
iter  60 value 368.460097
iter  70 value 367.715785
final  value 367.715694 
converged
# weights:  96 (62 variable)
initial  value 549.306144 
iter  10 value 468.645447
iter  20 value 430.700976
iter  30 value 414.230979
iter  40 value 392.700976
iter  50 value 378.801075
iter  60 value 375.243946
iter  70 value 375.101661
final  value 375.101434 
converged
# weights:  96 (62 variable)
initial  value 549.306144 
iter  10 value 467.099206
iter  20 value 424.634085
iter  30 value 409.732733
iter  40 value 392.562454
iter  50 value 371.384579
iter  60 value 368.122934
iter  70 value 367.481065
final  value 367.480946 
converged
# weights:  96 (62 variable)
initial  value 549.306144 
iter  10 value 466.050581
iter  20 value 423.461034
iter  30 value 412.484132
iter  40 value 384.518710
iter  50 value 370.736096
iter  60 value 368.406420
iter  70 value 367.815756
final  value 367.815737 
converged
# weights:  96 (62 variable)
initial  value 549.306144 
iter  10 value 468.327693
iter  20 value 425.414761
iter  30 value 413.943019
iter  40 value 386.035090
iter  50 value 373.814385
iter  60 value 369.837556
iter  70 value 369.083607
final  value 369.083534 
converged
# weights:  96 (62 variable)
initial  value 549.306144 
iter  10 value 466.571172
iter  20 value 423.431102
iter  30 value 411.542988
iter  40 value 386.371041
iter  50 value 373.126670
iter  60 value 368.409185
iter  70 value 367.797926
final  value 367.797876 
converged
# weights:  96 (62 variable)
initial  value 549.306144 
iter  10 value 472.050015
iter  20 value 429.597946
iter  30 value 415.361971
iter  40 value 389.242320
iter  50 value 373.435183
iter  60 value 368.605359
iter  70 value 367.930764
final  value 367.930722 
converged
# weights:  96 (62 variable)
initial  value 549.306144 
iter  10 value 466.316083
iter  20 value 424.768265
iter  30 value 409.528705
iter  40 value 382.957263
iter  50 value 371.086051
iter  60 value 368.568750
iter  70 value 367.748707
final  value 367.748665 
converged
# weights:  96 (62 variable)
initial  value 549.306144 
iter  10 value 469.022656
iter  20 value 423.786893
iter  30 value 412.794456
iter  40 value 383.005167
iter  50 value 371.901975
iter  60 value 369.660614
iter  70 value 369.167580
final  value 369.167573 
converged
# weights:  96 (62 variable)
initial  value 549.306144 
iter  10 value 467.610163
iter  20 value 424.356448
iter  30 value 409.642707
iter  40 value 385.909545
iter  50 value 374.034286
iter  60 value 368.062086
iter  70 value 367.398924
final  value 367.398882 
converged
# weights:  96 (62 variable)
initial  value 549.306144 
iter  10 value 465.706055
iter  20 value 423.886885
iter  30 value 410.241878
iter  40 value 391.360296
iter  50 value 376.103973
iter  60 value 369.683152
iter  70 value 368.167810
final  value 368.167660 
converged
# weights:  96 (62 variable)
initial  value 549.306144 
iter  10 value 471.435331
iter  20 value 431.129986
iter  30 value 418.758697
iter  40 value 394.887430
iter  50 value 384.856605
iter  60 value 380.797145
iter  70 value 380.481260
iter  70 value 380.481257
iter  70 value 380.481257
final  value 380.481257 
converged
# weights:  96 (62 variable)
initial  value 549.306144 
iter  10 value 477.718078
iter  20 value 437.192945
iter  30 value 426.629335
iter  40 value 408.539478
iter  50 value 394.867110
iter  60 value 391.240848
iter  70 value 390.952377
final  value 390.952369 
converged
# weights:  96 (62 variable)
initial  value 549.306144 
iter  10 value 470.918826
iter  20 value 429.322784
iter  30 value 414.427369
iter  40 value 396.280660
iter  50 value 385.610174
iter  60 value 380.409849
iter  70 value 379.557151
final  value 379.557136 
converged
# weights:  96 (62 variable)
initial  value 549.306144 
iter  10 value 471.307924
iter  20 value 431.822986
iter  30 value 419.310673
iter  40 value 396.743154
iter  50 value 384.381004
iter  60 value 381.120772
iter  70 value 380.508160
final  value 380.508119 
converged
# weights:  96 (62 variable)
initial  value 549.306144 
iter  10 value 477.331856
iter  20 value 439.988016
iter  30 value 426.354416
iter  40 value 404.877743
iter  50 value 394.446969
iter  60 value 389.541686
iter  70 value 388.795408
final  value 388.795382 
converged
# weights:  102 (66 variable)
initial  value 549.306144 
iter  10 value 463.461070
iter  20 value 424.557390
iter  30 value 410.454841
iter  40 value 383.506181
iter  50 value 372.609626
iter  60 value 366.379210
iter  70 value 365.914002
final  value 365.886697 
converged
# weights:  102 (66 variable)
initial  value 549.306144 
iter  10 value 464.633675
iter  20 value 427.173927
iter  30 value 412.420709
iter  40 value 386.634264
iter  50 value 373.277872
iter  60 value 366.777761
iter  70 value 366.079987
final  value 366.055758 
converged
# weights:  102 (66 variable)
initial  value 549.306144 
iter  10 value 461.843869
iter  20 value 424.363462
iter  30 value 409.546086
iter  40 value 383.938739
iter  50 value 372.847130
iter  60 value 366.396515
iter  70 value 365.803639
final  value 365.768588 
converged
# weights:  102 (66 variable)
initial  value 549.306144 
iter  10 value 460.527693
iter  20 value 422.877951
iter  30 value 409.061108
iter  40 value 382.624042
iter  50 value 373.803772
iter  60 value 366.656955
iter  70 value 366.252203
final  value 366.230444 
converged
# weights:  102 (66 variable)
initial  value 549.306144 
iter  10 value 459.592886
iter  20 value 422.881272
iter  30 value 409.120286
iter  40 value 385.600493
iter  50 value 373.241274
iter  60 value 366.949491
iter  70 value 366.109226
final  value 366.071741 
converged
# weights:  102 (66 variable)
initial  value 549.306144 
iter  10 value 463.596294
iter  20 value 424.549324
iter  30 value 411.012315
iter  40 value 383.922491
iter  50 value 372.702037
iter  60 value 366.914476
iter  70 value 366.411297
final  value 366.345996 
converged
# weights:  102 (66 variable)
initial  value 549.306144 
iter  10 value 460.592954
iter  20 value 422.792638
iter  30 value 409.640100
iter  40 value 382.550437
iter  50 value 372.646376
iter  60 value 367.143126
iter  70 value 366.526456
final  value 366.503008 
converged
# weights:  102 (66 variable)
initial  value 549.306144 
iter  10 value 464.722396
iter  20 value 426.230205
iter  30 value 411.938786
iter  40 value 386.640363
iter  50 value 372.256526
iter  60 value 366.378913
iter  70 value 365.897277
final  value 365.886309 
converged
# weights:  102 (66 variable)
initial  value 549.306144 
iter  10 value 464.454026
iter  20 value 424.419133
iter  30 value 409.060888
iter  40 value 385.752728
iter  50 value 373.780257
iter  60 value 367.296442
iter  70 value 366.346549
final  value 366.300472 
converged
# weights:  102 (66 variable)
initial  value 549.306144 
iter  10 value 462.142180
iter  20 value 423.979503
iter  30 value 409.641507
iter  40 value 386.810356
iter  50 value 373.835702
iter  60 value 367.404602
iter  70 value 366.553279
final  value 366.471577 
converged
# weights:  102 (66 variable)
initial  value 549.306144 
iter  10 value 464.842244
iter  20 value 425.078044
iter  30 value 410.591810
iter  40 value 385.807838
iter  50 value 374.351178
iter  60 value 366.616399
iter  70 value 366.038738
final  value 365.988010 
converged
# weights:  102 (66 variable)
initial  value 549.306144 
iter  10 value 467.260986
iter  20 value 424.560844
iter  30 value 410.766176
iter  40 value 385.375335
iter  50 value 374.205524
iter  60 value 366.986218
iter  70 value 366.183143
final  value 366.118882 
converged
# weights:  102 (66 variable)
initial  value 549.306144 
iter  10 value 466.306616
iter  20 value 423.800672
iter  30 value 409.762131
iter  40 value 384.730524
iter  50 value 372.256885
iter  60 value 367.381052
iter  70 value 366.341105
final  value 366.213988 
converged
# weights:  102 (66 variable)
initial  value 549.306144 
iter  10 value 465.400952
iter  20 value 424.993228
iter  30 value 410.163619
iter  40 value 385.718648
iter  50 value 376.200565
iter  60 value 367.581097
iter  70 value 365.986978
final  value 365.975607 
converged
# weights:  102 (66 variable)
initial  value 549.306144 
iter  10 value 467.016442
iter  20 value 424.132018
iter  30 value 410.988350
iter  40 value 384.358398
iter  50 value 372.716397
iter  60 value 367.529294
iter  70 value 366.220271
final  value 366.202246 
converged
# weights:  102 (66 variable)
initial  value 549.306144 
iter  10 value 466.808771
iter  20 value 425.010034
iter  30 value 409.654376
iter  40 value 383.487295
iter  50 value 372.755864
iter  60 value 366.970121
iter  70 value 366.502131
final  value 366.458807 
converged
# weights:  102 (66 variable)
initial  value 549.306144 
iter  10 value 467.140867
iter  20 value 424.329622
iter  30 value 409.826251
iter  40 value 384.963231
iter  50 value 373.511033
iter  60 value 366.834759
iter  70 value 366.286061
final  value 366.257070 
converged
# weights:  102 (66 variable)
initial  value 549.306144 
iter  10 value 467.197850
iter  20 value 424.707475
iter  30 value 411.101226
iter  40 value 385.786921
iter  50 value 372.628974
iter  60 value 367.123377
iter  70 value 366.278830
final  value 366.196642 
converged
# weights:  102 (66 variable)
initial  value 549.306144 
iter  10 value 466.759776
iter  20 value 423.903435
iter  30 value 411.311893
iter  40 value 384.653041
iter  50 value 372.970980
iter  60 value 366.741657
iter  70 value 365.982145
final  value 365.943364 
converged
# weights:  96 (62 variable)
initial  value 549.306144 
iter  10 value 468.343169
iter  20 value 424.693420
iter  30 value 409.694462
iter  40 value 385.974266
iter  50 value 372.202137
iter  60 value 368.410342
iter  70 value 367.338096
final  value 367.337992 
converged
# weights:  93 (60 variable)
initial  value 549.306144 
iter  10 value 472.876132
iter  20 value 429.778853
iter  30 value 416.210044
iter  40 value 389.863389
iter  50 value 371.843626
iter  60 value 369.174379
final  value 368.616659 
converged
# weights:  93 (60 variable)
initial  value 549.306144 
iter  10 value 473.044803
iter  20 value 428.797557
iter  30 value 414.203959
iter  40 value 387.896183
iter  50 value 371.714956
iter  60 value 368.828896
final  value 368.538945 
converged
# weights:  93 (60 variable)
initial  value 549.306144 
iter  10 value 468.844535
iter  20 value 427.934853
iter  30 value 415.186276
iter  40 value 392.285675
iter  50 value 372.525496
iter  60 value 370.095268
final  value 369.802066 
converged
# weights:  93 (60 variable)
initial  value 549.306144 
iter  10 value 474.399599
iter  20 value 431.750239
iter  30 value 412.680048
iter  40 value 390.204575
iter  50 value 374.755533
iter  60 value 371.599234
final  value 371.208290 
converged
# weights:  93 (60 variable)
initial  value 549.306144 
iter  10 value 471.458749
iter  20 value 430.319106
iter  30 value 413.933201
iter  40 value 390.122805
iter  50 value 373.038821
iter  60 value 369.922119
iter  70 value 369.142179
iter  70 value 369.142178
iter  70 value 369.142178
final  value 369.142178 
converged
# weights:  93 (60 variable)
initial  value 549.306144 
iter  10 value 473.981104
iter  20 value 430.917714
iter  30 value 416.025790
iter  40 value 394.004885
iter  50 value 371.953773
iter  60 value 369.317766
final  value 369.009609 
converged
# weights:  93 (60 variable)
initial  value 549.306144 
iter  10 value 470.369463
iter  20 value 429.352136
iter  30 value 413.749297
iter  40 value 391.622369
iter  50 value 373.192566
iter  60 value 369.502328
final  value 369.333561 
converged
# weights:  93 (60 variable)
initial  value 549.306144 
iter  10 value 475.185065
iter  20 value 434.786143
iter  30 value 420.180848
iter  40 value 397.408305
iter  50 value 374.191298
iter  60 value 370.969381
final  value 370.638413 
converged
# weights:  93 (60 variable)
initial  value 549.306144 
iter  10 value 468.538976
iter  20 value 423.722820
iter  30 value 412.161268
iter  40 value 386.809113
iter  50 value 370.654615
iter  60 value 368.332639
final  value 368.157878 
converged
# weights:  93 (60 variable)
initial  value 549.306144 
iter  10 value 464.731166
iter  20 value 422.529984
iter  30 value 407.659452
iter  40 value 386.165247
iter  50 value 371.860731
iter  60 value 369.148545
final  value 368.852163 
converged
# weights:  93 (60 variable)
initial  value 549.306144 
iter  10 value 470.762729
iter  20 value 426.710706
iter  30 value 412.850030
iter  40 value 389.902290
iter  50 value 372.070096
iter  60 value 369.592420
final  value 369.287383 
converged
# weights:  93 (60 variable)
initial  value 549.306144 
iter  10 value 468.406573
iter  20 value 425.641646
iter  30 value 409.126791
iter  40 value 388.571099
iter  50 value 373.009148
iter  60 value 368.679762
final  value 368.245453 
converged
# weights:  93 (60 variable)
initial  value 549.306144 
iter  10 value 470.465925
iter  20 value 428.179158
iter  30 value 409.808716
iter  40 value 389.253616
iter  50 value 372.775992
iter  60 value 369.811604
final  value 369.476804 
converged
# weights:  93 (60 variable)
initial  value 549.306144 
iter  10 value 468.536236
iter  20 value 426.070527
iter  30 value 407.295213
iter  40 value 386.283449
iter  50 value 375.183139
iter  60 value 372.625866
final  value 372.493654 
converged
# weights:  93 (60 variable)
initial  value 549.306144 
iter  10 value 469.081939
iter  20 value 422.461505
iter  30 value 408.923867
iter  40 value 390.515281
iter  50 value 371.013813
iter  60 value 368.844173
final  value 368.535078 
converged
# weights:  93 (60 variable)
initial  value 549.306144 
iter  10 value 470.213658
iter  20 value 430.229360
iter  30 value 414.467521
iter  40 value 393.118277
iter  50 value 380.287994
iter  60 value 376.140922
iter  70 value 375.931308
iter  70 value 375.931307
iter  70 value 375.931307
final  value 375.931307 
converged
# weights:  93 (60 variable)
initial  value 549.306144 
iter  10 value 468.761786
iter  20 value 423.916049
iter  30 value 410.402298
iter  40 value 390.625695
iter  50 value 371.834022
iter  60 value 368.543088
iter  70 value 368.339417
iter  70 value 368.339416
iter  70 value 368.339416
final  value 368.339416 
converged
# weights:  93 (60 variable)
initial  value 549.306144 
iter  10 value 467.761669
iter  20 value 423.549563
iter  30 value 410.918450
iter  40 value 388.090677
iter  50 value 371.018382
iter  60 value 368.644214
final  value 368.465194 
converged
# weights:  93 (60 variable)
initial  value 549.306144 
iter  10 value 469.747757
iter  20 value 425.413653
iter  30 value 414.087574
iter  40 value 387.113647
iter  50 value 372.617534
iter  60 value 369.921395
final  value 369.760984 
converged
# weights:  93 (60 variable)
initial  value 549.306144 
iter  10 value 468.115970
iter  20 value 423.127187
iter  30 value 413.689312
iter  40 value 390.280683
iter  50 value 371.980236
iter  60 value 368.922210
iter  70 value 368.570311
iter  70 value 368.570311
iter  70 value 368.570311
final  value 368.570311 
converged
# weights:  93 (60 variable)
initial  value 549.306144 
iter  10 value 473.119229
iter  20 value 428.699740
iter  30 value 414.072120
iter  40 value 390.232215
iter  50 value 372.384596
iter  60 value 369.090346
final  value 368.686667 
converged
# weights:  93 (60 variable)
initial  value 549.306144 
iter  10 value 467.842581
iter  20 value 424.790198
iter  30 value 408.812549
iter  40 value 386.123705
iter  50 value 371.569188
iter  60 value 368.622442
final  value 368.478322 
converged
# weights:  93 (60 variable)
initial  value 549.306144 
iter  10 value 470.760851
iter  20 value 426.144819
iter  30 value 411.347856
iter  40 value 385.079614
iter  50 value 373.102476
iter  60 value 370.093915
iter  70 value 369.764596
iter  70 value 369.764596
iter  70 value 369.764596
final  value 369.764596 
converged
# weights:  93 (60 variable)
initial  value 549.306144 
iter  10 value 469.012756
iter  20 value 423.934152
iter  30 value 409.152935
iter  40 value 389.440455
iter  50 value 370.566376
iter  60 value 368.473726
final  value 368.243447 
converged
# weights:  93 (60 variable)
initial  value 549.306144 
iter  10 value 467.052211
iter  20 value 423.026910
iter  30 value 408.961593
iter  40 value 390.614372
iter  50 value 372.171442
iter  60 value 369.403971
final  value 369.279098 
converged
# weights:  93 (60 variable)
initial  value 549.306144 
iter  10 value 477.424829
iter  20 value 440.626670
iter  30 value 424.678827
iter  40 value 400.562200
iter  50 value 383.781685
iter  60 value 381.348502
final  value 381.234142 
converged
# weights:  93 (60 variable)
initial  value 549.306144 
iter  10 value 484.611566
iter  20 value 446.709742
iter  30 value 432.993691
iter  40 value 415.260369
iter  50 value 395.411463
iter  60 value 392.915316
final  value 392.628216 
converged
# weights:  93 (60 variable)
initial  value 549.306144 
iter  10 value 478.072061
iter  20 value 438.120323
iter  30 value 421.077670
iter  40 value 399.794436
iter  50 value 384.461288
iter  60 value 380.476003
final  value 379.971966 
converged
# weights:  93 (60 variable)
initial  value 549.306144 
iter  10 value 477.891595
iter  20 value 441.291323
iter  30 value 424.066321
iter  40 value 401.087383
iter  50 value 384.657330
iter  60 value 381.778187
iter  70 value 381.354720
iter  70 value 381.354719
iter  70 value 381.354719
final  value 381.354719 
converged
# weights:  93 (60 variable)
initial  value 549.306144 
iter  10 value 480.346061
iter  20 value 444.670554
iter  30 value 430.714826
iter  40 value 409.393462
iter  50 value 395.494347
iter  60 value 389.927520
iter  70 value 389.505497
iter  70 value 389.505496
iter  70 value 389.505496
final  value 389.505496 
converged
# weights:  99 (64 variable)
initial  value 549.306144 
iter  10 value 464.561895
iter  20 value 424.125954
iter  30 value 410.126842
iter  40 value 382.906230
iter  50 value 372.607328
iter  60 value 367.569899
iter  70 value 366.621428
final  value 366.619832 
converged
# weights:  99 (64 variable)
initial  value 549.306144 
iter  10 value 465.915448
iter  20 value 427.985026
iter  30 value 412.533495
iter  40 value 388.556152
iter  50 value 373.441532
iter  60 value 367.695098
iter  70 value 366.881956
final  value 366.879863 
converged
# weights:  99 (64 variable)
initial  value 549.306144 
iter  10 value 463.099262
iter  20 value 423.933812
iter  30 value 408.519055
iter  40 value 387.157058
iter  50 value 373.327517
iter  60 value 367.061578
iter  70 value 366.568756
final  value 366.567833 
converged
# weights:  99 (64 variable)
initial  value 549.306144 
iter  10 value 461.794698
iter  20 value 422.714215
iter  30 value 408.374071
iter  40 value 384.419101
iter  50 value 373.917509
iter  60 value 367.625656
iter  70 value 366.994940
final  value 366.993448 
converged
# weights:  99 (64 variable)
initial  value 549.306144 
iter  10 value 460.818960
iter  20 value 423.065976
iter  30 value 407.863515
iter  40 value 385.284955
iter  50 value 372.951589
iter  60 value 368.491581
iter  70 value 366.962801
final  value 366.960120 
converged
# weights:  99 (64 variable)
initial  value 549.306144 
iter  10 value 464.660740
iter  20 value 423.644884
iter  30 value 409.742856
iter  40 value 383.205389
iter  50 value 373.898143
iter  60 value 367.846203
iter  70 value 367.135991
final  value 367.134161 
converged
# weights:  99 (64 variable)
initial  value 549.306144 
iter  10 value 461.854372
iter  20 value 422.733257
iter  30 value 410.412733
iter  40 value 383.815152
iter  50 value 373.046798
iter  60 value 367.964950
iter  70 value 367.320675
final  value 367.319855 
converged
# weights:  99 (64 variable)
initial  value 549.306144 
iter  10 value 466.826024
iter  20 value 424.482356
iter  30 value 410.072307
iter  40 value 383.927795
iter  50 value 373.053249
iter  60 value 367.081427
iter  70 value 366.513927
final  value 366.512650 
converged
# weights:  99 (64 variable)
initial  value 549.306144 
iter  10 value 465.829020
iter  20 value 424.998994
iter  30 value 411.247358
iter  40 value 387.196594
iter  50 value 372.845959
iter  60 value 367.470887
iter  70 value 366.884787
final  value 366.883462 
converged
# weights:  99 (64 variable)
initial  value 549.306144 
iter  10 value 465.601863
iter  20 value 424.516911
iter  30 value 409.310808
iter  40 value 385.462734
iter  50 value 372.953742
iter  60 value 367.835510
iter  70 value 367.089321
final  value 367.087789 
converged
# weights:  99 (64 variable)
initial  value 549.306144 
iter  10 value 463.273012
iter  20 value 428.479692
iter  30 value 412.412909
iter  40 value 388.872522
iter  50 value 372.904099
iter  60 value 367.923086
iter  70 value 367.316160
final  value 367.315579 
converged
# weights:  99 (64 variable)
initial  value 549.306144 
iter  10 value 465.899102
iter  20 value 424.669537
iter  30 value 410.419321
iter  40 value 387.831590
iter  50 value 373.210361
iter  60 value 367.316227
iter  70 value 366.763105
final  value 366.761700 
converged
# weights:  99 (64 variable)
initial  value 549.306144 
iter  10 value 468.726612
iter  20 value 424.472332
iter  30 value 409.945214
iter  40 value 387.354279
iter  50 value 371.808355
iter  60 value 367.586239
iter  70 value 366.996543
final  value 366.995618 
converged
# weights:  99 (64 variable)
initial  value 549.306144 
iter  10 value 467.867413
iter  20 value 424.092489
iter  30 value 409.027204
iter  40 value 386.737143
iter  50 value 373.294214
iter  60 value 367.832725
iter  70 value 367.081114
final  value 367.079675 
converged
# weights:  99 (64 variable)
initial  value 549.306144 
iter  10 value 466.944081
iter  20 value 424.671065
iter  30 value 410.136407
iter  40 value 388.059506
iter  50 value 378.070113
iter  60 value 368.888303
iter  70 value 366.836627
final  value 366.835926 
converged
# weights:  99 (64 variable)
initial  value 549.306144 
iter  10 value 468.568882
iter  20 value 424.335226
iter  30 value 408.439854
iter  40 value 384.123338
iter  50 value 372.676327
iter  60 value 367.471862
iter  70 value 367.043738
final  value 367.042855 
converged
# weights:  99 (64 variable)
initial  value 549.306144 
iter  10 value 468.334138
iter  20 value 424.984367
iter  30 value 410.302118
iter  40 value 386.678630
iter  50 value 372.542755
iter  60 value 367.977784
iter  70 value 367.248005
final  value 367.246245 
converged
# weights:  99 (64 variable)
initial  value 549.306144 
iter  10 value 468.592780
iter  20 value 423.881505
iter  30 value 410.831413
iter  40 value 390.487424
iter  50 value 374.524197
iter  60 value 368.477192
iter  70 value 367.064977
final  value 367.063405 
converged
# weights:  99 (64 variable)
initial  value 549.306144 
iter  10 value 468.541013
iter  20 value 424.387637
iter  30 value 411.524540
iter  40 value 387.678226
iter  50 value 371.487869
iter  60 value 368.125800
iter  70 value 366.951519
final  value 366.949850 
converged
# weights:  99 (64 variable)
initial  value 549.306144 
iter  10 value 468.258725
iter  20 value 423.400121
iter  30 value 408.657830
iter  40 value 386.954208
iter  50 value 373.166667
iter  60 value 368.085617
iter  70 value 366.730195
final  value 366.727833 
converged
# weights:  93 (60 variable)
initial  value 549.306144 
iter  10 value 468.538976
iter  20 value 423.722820
iter  30 value 412.161268
iter  40 value 386.809113
iter  50 value 370.654615
iter  60 value 368.332639
final  value 368.157878 
converged
# weights:  90 (58 variable)
initial  value 549.306144 
iter  10 value 473.051767
iter  20 value 430.646779
iter  30 value 419.686641
iter  40 value 390.963221
iter  50 value 372.590809
iter  60 value 369.671862
final  value 369.532360 
converged
# weights:  90 (58 variable)
initial  value 549.306144 
iter  10 value 476.855465
iter  20 value 434.561722
iter  30 value 418.706073
iter  40 value 392.518260
iter  50 value 372.394948
iter  60 value 369.381933
final  value 369.245247 
converged
# weights:  90 (58 variable)
initial  value 549.306144 
iter  10 value 469.317890
iter  20 value 427.748570
iter  30 value 412.073658
iter  40 value 390.815451
iter  50 value 373.478005
iter  60 value 370.445145
final  value 370.358822 
converged
# weights:  90 (58 variable)
initial  value 549.306144 
iter  10 value 473.852391
iter  20 value 431.570397
iter  30 value 409.596006
iter  40 value 390.997179
iter  50 value 374.278633
iter  60 value 372.127954
final  value 372.055704 
converged
# weights:  90 (58 variable)
initial  value 549.306144 
iter  10 value 474.835993
iter  20 value 434.530762
iter  30 value 413.957551
iter  40 value 388.076011
iter  50 value 373.533138
iter  60 value 370.076931
final  value 369.950640 
converged
# weights:  90 (58 variable)
initial  value 549.306144 
iter  10 value 473.739708
iter  20 value 432.906689
iter  30 value 422.079150
iter  40 value 393.292438
iter  50 value 372.519251
iter  60 value 369.850958
final  value 369.687928 
converged
# weights:  90 (58 variable)
initial  value 549.306144 
iter  10 value 474.502944
iter  20 value 434.024412
iter  30 value 418.959622
iter  40 value 388.945285
iter  50 value 372.833033
iter  60 value 370.245261
final  value 370.037419 
converged
# weights:  90 (58 variable)
initial  value 549.306144 
iter  10 value 474.808363
iter  20 value 435.318559
iter  30 value 419.523707
iter  40 value 395.241437
iter  50 value 374.473875
iter  60 value 371.792601
final  value 371.501143 
converged
# weights:  90 (58 variable)
initial  value 549.306144 
iter  10 value 464.216687
iter  20 value 422.038197
iter  30 value 409.193825
iter  40 value 386.683105
iter  50 value 373.141441
iter  60 value 369.859208
final  value 369.637978 
converged
# weights:  90 (58 variable)
initial  value 549.306144 
iter  10 value 474.053130
iter  20 value 430.076115
iter  30 value 413.874502
iter  40 value 388.907561
iter  50 value 372.945301
iter  60 value 370.243238
final  value 370.015113 
converged
# weights:  90 (58 variable)
initial  value 549.306144 
iter  10 value 468.798726
iter  20 value 424.711834
iter  30 value 408.553312
iter  40 value 386.229201
iter  50 value 373.722231
iter  60 value 369.196480
final  value 368.992699 
converged
# weights:  90 (58 variable)
initial  value 549.306144 
iter  10 value 470.617629
iter  20 value 430.062389
iter  30 value 409.782687
iter  40 value 391.755227
iter  50 value 373.175343
iter  60 value 370.454252
final  value 370.111310 
converged
# weights:  90 (58 variable)
initial  value 549.306144 
iter  10 value 468.715232
iter  20 value 425.097177
iter  30 value 409.579973
iter  40 value 381.138827
iter  50 value 376.553586
iter  60 value 372.986645
final  value 372.739954 
converged
# weights:  90 (58 variable)
initial  value 549.306144 
iter  10 value 469.144606
iter  20 value 423.032135
iter  30 value 400.130494
iter  40 value 389.245729
iter  50 value 371.548503
iter  60 value 369.280531
final  value 369.042531 
converged
# weights:  90 (58 variable)
initial  value 549.306144 
iter  10 value 470.455727
iter  20 value 428.955704
iter  30 value 414.449465
iter  40 value 397.282648
iter  50 value 379.131020
iter  60 value 376.964487
final  value 376.735037 
converged
# weights:  90 (58 variable)
initial  value 549.306144 
iter  10 value 468.947284
iter  20 value 424.033714
iter  30 value 409.151027
iter  40 value 386.326713
iter  50 value 371.313049
iter  60 value 369.194017
final  value 369.063984 
converged
# weights:  90 (58 variable)
initial  value 549.306144 
iter  10 value 467.459982
iter  20 value 423.093221
iter  30 value 407.341713
iter  40 value 385.937391
iter  50 value 371.116663
iter  60 value 369.085154
final  value 369.021927 
converged
# weights:  90 (58 variable)
initial  value 549.306144 
iter  10 value 469.639114
iter  20 value 425.590319
iter  30 value 410.229370
iter  40 value 387.987617
iter  50 value 373.386133
iter  60 value 370.766249
final  value 370.623716 
converged
# weights:  90 (58 variable)
initial  value 549.306144 
iter  10 value 468.452037
iter  20 value 423.242970
iter  30 value 406.809471
iter  40 value 387.354062
iter  50 value 372.215488
iter  60 value 369.569371
final  value 369.372935 
converged
# weights:  90 (58 variable)
initial  value 549.306144 
iter  10 value 467.329911
iter  20 value 425.347682
iter  30 value 413.812354
iter  40 value 389.376053
iter  50 value 372.165504
iter  60 value 369.736081
final  value 369.547796 
converged
# weights:  90 (58 variable)
initial  value 549.306144 
iter  10 value 468.509438
iter  20 value 423.962353
iter  30 value 409.554501
iter  40 value 389.118630
iter  50 value 371.759112
iter  60 value 369.856958
final  value 369.729373 
converged
# weights:  90 (58 variable)
initial  value 549.306144 
iter  10 value 470.956299
iter  20 value 426.661050
iter  30 value 408.926045
iter  40 value 383.620474
iter  50 value 372.963713
iter  60 value 370.743951
final  value 370.661155 
converged
# weights:  90 (58 variable)
initial  value 549.306144 
iter  10 value 469.359250
iter  20 value 424.195729
iter  30 value 412.028636
iter  40 value 388.592943
iter  50 value 371.740664
iter  60 value 369.254761
final  value 369.120318 
converged
# weights:  90 (58 variable)
initial  value 549.306144 
iter  10 value 466.302381
iter  20 value 423.492755
iter  30 value 408.353468
iter  40 value 386.619438
iter  50 value 372.729828
iter  60 value 370.127180
final  value 370.019520 
converged
# weights:  90 (58 variable)
initial  value 549.306144 
iter  10 value 477.108527
iter  20 value 440.780427
iter  30 value 426.234431
iter  40 value 400.806265
iter  50 value 384.879933
iter  60 value 382.510835
final  value 382.308914 
converged
# weights:  90 (58 variable)
initial  value 549.306144 
iter  10 value 484.333964
iter  20 value 446.620857
iter  30 value 431.556518
iter  40 value 410.831874
iter  50 value 396.119536
iter  60 value 394.066005
final  value 393.866325 
converged
# weights:  90 (58 variable)
initial  value 549.306144 
iter  10 value 477.639746
iter  20 value 439.889198
iter  30 value 423.336600
iter  40 value 400.662508
iter  50 value 383.124438
iter  60 value 380.677904
final  value 380.578715 
converged
# weights:  90 (58 variable)
initial  value 549.306144 
iter  10 value 477.397302
iter  20 value 441.566811
iter  30 value 426.630844
iter  40 value 397.607270
iter  50 value 384.232431
iter  60 value 382.177969
final  value 381.995454 
converged
# weights:  90 (58 variable)
initial  value 549.306144 
iter  10 value 479.813893
iter  20 value 444.660472
iter  30 value 430.236283
iter  40 value 406.611218
iter  50 value 392.497942
iter  60 value 390.216903
final  value 389.930947 
converged
# weights:  96 (62 variable)
initial  value 549.306144 
iter  10 value 464.659852
iter  20 value 424.008313
iter  30 value 410.504112
iter  40 value 386.408241
iter  50 value 371.967115
iter  60 value 367.824877
iter  70 value 367.464246
final  value 367.464237 
converged
# weights:  96 (62 variable)
initial  value 549.306144 
iter  10 value 469.917741
iter  20 value 429.134087
iter  30 value 413.353306
iter  40 value 389.691366
iter  50 value 375.296100
iter  60 value 368.605851
iter  70 value 367.702474
final  value 367.702410 
converged
# weights:  96 (62 variable)
initial  value 549.306144 
iter  10 value 463.875507
iter  20 value 423.308023
iter  30 value 411.106011
iter  40 value 390.882875
iter  50 value 372.051426
iter  60 value 368.195294
iter  70 value 367.401633
final  value 367.401580 
converged
# weights:  96 (62 variable)
initial  value 549.306144 
iter  10 value 461.961246
iter  20 value 421.462625
iter  30 value 408.985467
iter  40 value 386.713421
iter  50 value 373.598417
iter  60 value 368.230317
iter  70 value 367.775861
final  value 367.775829 
converged
# weights:  96 (62 variable)
initial  value 549.306144 
iter  10 value 460.562916
iter  20 value 422.144918
iter  30 value 409.142979
iter  40 value 387.132105
iter  50 value 371.503126
iter  60 value 368.228717
iter  70 value 367.852045
final  value 367.852021 
converged
# weights:  96 (62 variable)
initial  value 549.306144 
iter  10 value 464.706990
iter  20 value 423.649689
iter  30 value 412.709747
iter  40 value 385.748275
iter  50 value 373.936982
iter  60 value 368.644541
iter  70 value 367.944360
final  value 367.944306 
converged
# weights:  96 (62 variable)
initial  value 549.306144 
iter  10 value 466.393019
iter  20 value 428.514145
iter  30 value 412.639743
iter  40 value 391.781846
iter  50 value 375.456629
iter  60 value 368.676844
iter  70 value 368.140607
final  value 368.140562 
converged
# weights:  96 (62 variable)
initial  value 549.306144 
iter  10 value 467.133581
iter  20 value 424.883158
iter  30 value 411.348821
iter  40 value 388.215708
iter  50 value 371.703530
iter  60 value 368.546467
iter  70 value 367.396170
final  value 367.396057 
converged
# weights:  96 (62 variable)
initial  value 549.306144 
iter  10 value 466.220062
iter  20 value 425.014835
iter  30 value 410.093887
iter  40 value 390.388132
iter  50 value 374.276271
iter  60 value 368.219680
iter  70 value 367.710134
final  value 367.710087 
converged
# weights:  96 (62 variable)
initial  value 549.306144 
iter  10 value 466.089386
iter  20 value 424.246133
iter  30 value 410.253554
iter  40 value 388.285115
iter  50 value 373.256660
iter  60 value 368.461837
iter  70 value 367.959138
final  value 367.959113 
converged
# weights:  96 (62 variable)
initial  value 549.306144 
iter  10 value 463.144465
iter  20 value 427.801842
iter  30 value 409.943350
iter  40 value 383.432026
iter  50 value 371.188548
iter  60 value 369.074685
iter  70 value 368.136796
final  value 368.136748 
converged
# weights:  96 (62 variable)
initial  value 549.306144 
iter  10 value 466.091929
iter  20 value 423.524003
iter  30 value 409.213053
iter  40 value 386.922478
iter  50 value 373.377813
iter  60 value 368.107707
iter  70 value 367.609519
final  value 367.609445 
converged
# weights:  96 (62 variable)
initial  value 549.306144 
iter  10 value 468.343169
iter  20 value 424.693420
iter  30 value 409.694462
iter  40 value 385.974266
iter  50 value 372.202137
iter  60 value 368.410342
iter  70 value 367.338096
final  value 367.337992 
converged
# weights:  96 (62 variable)
initial  value 549.306144 
iter  10 value 468.936872
iter  20 value 424.858573
iter  30 value 409.226129
iter  40 value 393.296435
iter  50 value 371.699315
iter  60 value 368.197784
iter  70 value 367.696967
final  value 367.696917 
converged
# weights:  96 (62 variable)
initial  value 549.306144 
iter  10 value 467.996239
iter  20 value 423.855434
iter  30 value 409.510131
iter  40 value 387.003322
iter  50 value 371.774729
iter  60 value 368.565974
iter  70 value 367.857503
final  value 367.857455 
converged
# weights:  96 (62 variable)
initial  value 549.306144 
iter  10 value 467.169807
iter  20 value 423.296172
iter  30 value 408.870130
iter  40 value 386.689778
iter  50 value 374.585555
iter  60 value 368.178367
iter  70 value 367.698419
final  value 367.698413 
converged
# weights:  96 (62 variable)
initial  value 549.306144 
iter  10 value 468.713514
iter  20 value 422.741816
iter  30 value 407.787145
iter  40 value 390.522038
iter  50 value 371.432145
iter  60 value 368.343791
iter  70 value 367.874987
final  value 367.874964 
converged
# weights:  96 (62 variable)
initial  value 549.306144 
iter  10 value 468.448714
iter  20 value 424.270348
iter  30 value 410.149870
iter  40 value 387.981230
iter  50 value 371.481002
iter  60 value 368.766933
iter  70 value 368.013100
final  value 368.013053 
converged
# weights:  96 (62 variable)
initial  value 549.306144 
iter  10 value 472.369190
iter  20 value 428.778274
iter  30 value 410.573027
iter  40 value 385.697185
iter  50 value 371.809889
iter  60 value 368.312897
iter  70 value 367.898261
final  value 367.898255 
converged
# weights:  96 (62 variable)
initial  value 549.306144 
iter  10 value 471.490440
iter  20 value 428.502702
iter  30 value 413.469084
iter  40 value 388.949179
iter  50 value 371.235069
iter  60 value 368.371616
iter  70 value 367.759006
final  value 367.758940 
converged
# weights:  96 (62 variable)
initial  value 549.306144 
iter  10 value 468.435625
iter  20 value 423.380291
iter  30 value 409.520676
iter  40 value 388.167050
iter  50 value 371.909165
iter  60 value 367.921550
iter  70 value 367.526934
final  value 367.526923 
converged
# weights:  90 (58 variable)
initial  value 549.306144 
iter  10 value 468.798726
iter  20 value 424.711834
iter  30 value 408.553312
iter  40 value 386.229201
iter  50 value 373.722231
iter  60 value 369.196480
final  value 368.992699 
converged
# weights:  87 (56 variable)
initial  value 549.306144 
iter  10 value 477.648084
iter  20 value 436.334309
iter  30 value 417.872365
iter  40 value 391.383227
iter  50 value 374.442187
iter  60 value 370.393452
final  value 370.376631 
converged
# weights:  87 (56 variable)
initial  value 549.306144 
iter  10 value 476.614566
iter  20 value 435.355776
iter  30 value 419.089156
iter  40 value 391.648088
iter  50 value 373.332575
iter  60 value 370.119200
final  value 370.107126 
converged
# weights:  87 (56 variable)
initial  value 549.306144 
iter  10 value 469.577564
iter  20 value 428.439217
iter  30 value 413.605798
iter  40 value 385.165882
iter  50 value 372.972168
iter  60 value 371.133381
final  value 371.129973 
converged
# weights:  87 (56 variable)
initial  value 549.306144 
iter  10 value 474.332898
iter  20 value 432.378862
iter  30 value 408.023917
iter  40 value 393.212997
iter  50 value 376.318500
iter  60 value 373.124793
final  value 372.861783 
converged
# weights:  87 (56 variable)
initial  value 549.306144 
iter  10 value 474.685843
iter  20 value 434.780773
iter  30 value 413.238892
iter  40 value 387.752088
iter  50 value 373.916005
iter  60 value 370.645746
final  value 370.632394 
converged
# weights:  87 (56 variable)
initial  value 549.306144 
iter  10 value 474.046421
iter  20 value 431.507092
iter  30 value 416.228147
iter  40 value 391.500392
iter  50 value 373.123105
iter  60 value 370.353859
final  value 370.322392 
converged
# weights:  87 (56 variable)
initial  value 549.306144 
iter  10 value 474.209798
iter  20 value 434.816351
iter  30 value 416.266434
iter  40 value 389.601647
iter  50 value 372.818353
iter  60 value 370.809353
final  value 370.775666 
converged
# weights:  87 (56 variable)
initial  value 549.306144 
iter  10 value 474.659311
iter  20 value 435.770553
iter  30 value 417.790461
iter  40 value 387.804536
iter  50 value 374.252603
iter  60 value 372.337745
final  value 372.268424 
converged
# weights:  87 (56 variable)
initial  value 549.306144 
iter  10 value 464.087932
iter  20 value 422.894299
iter  30 value 409.886058
iter  40 value 384.424460
iter  50 value 373.060809
iter  60 value 370.499351
final  value 370.476532 
converged
# weights:  87 (56 variable)
initial  value 549.306144 
iter  10 value 473.931009
iter  20 value 431.065747
iter  30 value 410.753484
iter  40 value 383.720705
iter  50 value 373.239442
iter  60 value 370.808470
final  value 370.794226 
converged
# weights:  87 (56 variable)
initial  value 549.306144 
iter  10 value 474.182827
iter  20 value 432.594863
iter  30 value 413.946564
iter  40 value 389.971075
iter  50 value 375.371291
iter  60 value 370.942931
final  value 370.890160 
converged
# weights:  87 (56 variable)
initial  value 549.306144 
iter  10 value 468.999024
iter  20 value 426.111586
iter  30 value 404.189937
iter  40 value 381.631698
iter  50 value 376.598275
iter  60 value 373.851386
final  value 373.730729 
converged
# weights:  87 (56 variable)
initial  value 549.306144 
iter  10 value 469.435469
iter  20 value 424.296124
iter  30 value 400.453996
iter  40 value 386.223096
iter  50 value 374.253730
iter  60 value 370.089752
final  value 369.935406 
converged
# weights:  87 (56 variable)
initial  value 549.306144 
iter  10 value 470.716445
iter  20 value 429.607231
iter  30 value 415.212481
iter  40 value 394.877738
iter  50 value 378.663992
iter  60 value 377.636439
final  value 377.517610 
converged
# weights:  87 (56 variable)
initial  value 549.306144 
iter  10 value 469.249432
iter  20 value 425.088681
iter  30 value 408.780271
iter  40 value 385.308880
iter  50 value 372.845387
iter  60 value 369.869638
final  value 369.842814 
converged
# weights:  87 (56 variable)
initial  value 549.306144 
iter  10 value 467.503167
iter  20 value 424.382455
iter  30 value 409.586527
iter  40 value 386.002140
iter  50 value 372.195591
iter  60 value 369.846458
final  value 369.825146 
converged
# weights:  87 (56 variable)
initial  value 549.306144 
iter  10 value 469.560818
iter  20 value 426.181819
iter  30 value 411.721869
iter  40 value 388.143041
iter  50 value 375.658723
iter  60 value 371.581612
final  value 371.541702 
converged
# weights:  87 (56 variable)
initial  value 549.306144 
iter  10 value 468.887131
iter  20 value 424.603427
iter  30 value 410.023802
iter  40 value 387.193303
iter  50 value 373.841123
iter  60 value 370.285121
final  value 370.264232 
converged
# weights:  87 (56 variable)
initial  value 549.306144 
iter  10 value 467.370212
iter  20 value 425.771300
iter  30 value 408.677997
iter  40 value 384.908787
iter  50 value 373.643094
iter  60 value 370.282782
final  value 370.258012 
converged
# weights:  87 (56 variable)
initial  value 549.306144 
iter  10 value 472.097719
iter  20 value 430.541205
iter  30 value 413.594189
iter  40 value 385.664577
iter  50 value 373.386709
iter  60 value 370.503892
final  value 370.400935 
converged
# weights:  87 (56 variable)
initial  value 549.306144 
iter  10 value 471.165561
iter  20 value 437.590142
iter  30 value 410.462987
iter  40 value 379.403306
iter  50 value 374.168351
iter  60 value 371.515764
final  value 371.417726 
converged
# weights:  87 (56 variable)
initial  value 549.306144 
iter  10 value 469.635907
iter  20 value 425.436439
iter  30 value 407.385354
iter  40 value 386.919554
iter  50 value 372.938325
iter  60 value 370.029058
final  value 370.013252 
converged
# weights:  87 (56 variable)
initial  value 549.306144 
iter  10 value 466.645640
iter  20 value 424.321257
iter  30 value 407.198397
iter  40 value 383.249586
iter  50 value 372.953635
iter  60 value 370.899831
final  value 370.876845 
converged
# weights:  87 (56 variable)
initial  value 549.306144 
iter  10 value 476.823211
iter  20 value 441.507159
iter  30 value 425.201416
iter  40 value 397.373489
iter  50 value 385.109871
iter  60 value 383.509181
final  value 383.493496 
converged
# weights:  87 (56 variable)
initial  value 549.306144 
iter  10 value 484.603428
iter  20 value 447.959509
iter  30 value 435.919831
iter  40 value 411.163161
iter  50 value 397.866696
iter  60 value 395.508384
final  value 395.497276 
converged
# weights:  87 (56 variable)
initial  value 549.306144 
iter  10 value 477.340127
iter  20 value 439.784607
iter  30 value 422.226257
iter  40 value 396.644305
iter  50 value 383.592806
iter  60 value 381.309323
final  value 381.239990 
converged
# weights:  87 (56 variable)
initial  value 549.306144 
iter  10 value 477.058993
iter  20 value 441.605884
iter  30 value 425.473471
iter  40 value 398.543079
iter  50 value 385.938511
iter  60 value 382.813517
final  value 382.786093 
converged
# weights:  87 (56 variable)
initial  value 549.306144 
iter  10 value 479.683967
iter  20 value 444.705787
iter  30 value 430.432301
iter  40 value 408.491636
iter  50 value 393.777886
iter  60 value 391.028809
final  value 391.003920 
converged
# weights:  93 (60 variable)
initial  value 549.306144 
iter  10 value 468.783541
iter  20 value 430.547219
iter  30 value 413.231191
iter  40 value 391.658518
iter  50 value 370.803503
iter  60 value 368.491735
final  value 368.311928 
converged
# weights:  93 (60 variable)
initial  value 549.306144 
iter  10 value 469.849550
iter  20 value 429.759205
iter  30 value 413.497661
iter  40 value 393.928824
iter  50 value 372.336434
iter  60 value 368.720455
iter  70 value 368.508380
iter  70 value 368.508380
iter  70 value 368.508380
final  value 368.508380 
converged
# weights:  93 (60 variable)
initial  value 549.306144 
iter  10 value 464.241916
iter  20 value 424.836072
iter  30 value 410.729682
iter  40 value 388.636460
iter  50 value 371.548474
iter  60 value 368.393105
final  value 368.217670 
converged
# weights:  93 (60 variable)
initial  value 549.306144 
iter  10 value 462.233963
iter  20 value 422.385776
iter  30 value 408.972819
iter  40 value 387.758819
iter  50 value 371.151012
iter  60 value 368.774046
final  value 368.634850 
converged
# weights:  93 (60 variable)
initial  value 549.306144 
iter  10 value 460.880875
iter  20 value 423.150505
iter  30 value 409.155115
iter  40 value 383.868260
iter  50 value 371.242833
iter  60 value 368.812857
iter  70 value 368.669093
iter  70 value 368.669093
iter  70 value 368.669093
final  value 368.669093 
converged
# weights:  93 (60 variable)
initial  value 549.306144 
iter  10 value 464.891018
iter  20 value 427.864119
iter  30 value 414.060894
iter  40 value 392.037420
iter  50 value 371.853254
iter  60 value 369.086665
iter  70 value 368.764070
iter  70 value 368.764070
iter  70 value 368.764070
final  value 368.764070 
converged
# weights:  93 (60 variable)
initial  value 549.306144 
iter  10 value 466.383330
iter  20 value 429.223055
iter  30 value 412.574223
iter  40 value 389.199259
iter  50 value 372.116315
iter  60 value 369.170636
final  value 368.957708 
converged
# weights:  93 (60 variable)
initial  value 549.306144 
iter  10 value 467.411449
iter  20 value 426.229403
iter  30 value 410.831334
iter  40 value 388.150397
iter  50 value 372.027900
iter  60 value 368.495662
iter  70 value 368.282211
iter  70 value 368.282211
iter  70 value 368.282211
final  value 368.282211 
converged
# weights:  93 (60 variable)
initial  value 549.306144 
iter  10 value 466.442572
iter  20 value 425.860980
iter  30 value 410.450798
iter  40 value 386.540070
iter  50 value 373.119238
iter  60 value 368.783438
iter  70 value 368.481893
iter  70 value 368.481893
iter  70 value 368.481893
final  value 368.481893 
converged
# weights:  93 (60 variable)
initial  value 549.306144 
iter  10 value 466.479042
iter  20 value 425.243193
iter  30 value 409.692049
iter  40 value 388.476526
iter  50 value 372.204295
iter  60 value 368.904537
final  value 368.754240 
converged
# weights:  93 (60 variable)
initial  value 549.306144 
iter  10 value 467.217089
iter  20 value 429.961640
iter  30 value 411.855160
iter  40 value 383.608713
iter  50 value 371.355263
iter  60 value 369.223068
final  value 368.975975 
converged
# weights:  93 (60 variable)
initial  value 549.306144 
iter  10 value 469.828218
iter  20 value 430.597838
iter  30 value 414.354981
iter  40 value 388.510993
iter  50 value 371.417547
iter  60 value 368.572939
final  value 368.447968 
converged
# weights:  93 (60 variable)
initial  value 549.306144 
iter  10 value 468.406573
iter  20 value 425.641646
iter  30 value 409.126791
iter  40 value 388.571099
iter  50 value 373.009148
iter  60 value 368.679762
final  value 368.245453 
converged
# weights:  93 (60 variable)
initial  value 549.306144 
iter  10 value 468.538976
iter  20 value 423.722820
iter  30 value 412.161268
iter  40 value 386.809113
iter  50 value 370.654615
iter  60 value 368.332639
final  value 368.157878 
converged
# weights:  93 (60 variable)
initial  value 549.306144 
iter  10 value 472.547997
iter  20 value 433.571800
iter  30 value 414.663616
iter  40 value 389.089088
iter  50 value 371.465627
iter  60 value 369.008203
final  value 368.569040 
converged
# weights:  93 (60 variable)
initial  value 549.306144 
iter  10 value 468.272715
iter  20 value 424.554362
iter  30 value 409.389156
iter  40 value 391.718337
iter  50 value 371.023465
iter  60 value 368.797747
final  value 368.657933 
converged
# weights:  93 (60 variable)
initial  value 549.306144 
iter  10 value 467.453810
iter  20 value 424.064914
iter  30 value 409.209151
iter  40 value 384.772821
iter  50 value 373.083740
iter  60 value 369.207049
final  value 368.576824 
converged
# weights:  93 (60 variable)
initial  value 549.306144 
iter  10 value 468.949430
iter  20 value 423.420874
iter  30 value 407.433122
iter  40 value 386.513842
iter  50 value 371.344320
iter  60 value 368.957246
iter  70 value 368.655460
iter  70 value 368.655458
iter  70 value 368.655458
final  value 368.655458 
converged
# weights:  93 (60 variable)
initial  value 549.306144 
iter  10 value 468.620563
iter  20 value 425.306633
iter  30 value 410.138683
iter  40 value 386.510447
iter  50 value 371.434199
iter  60 value 369.083728
final  value 368.867781 
converged
# weights:  93 (60 variable)
initial  value 549.306144 
iter  10 value 472.318025
iter  20 value 429.461707
iter  30 value 409.360807
iter  40 value 385.509724
iter  50 value 371.667876
iter  60 value 368.960876
final  value 368.832089 
converged
# weights:  93 (60 variable)
initial  value 549.306144 
iter  10 value 471.860860
iter  20 value 429.726031
iter  30 value 413.005795
iter  40 value 387.961775
iter  50 value 371.442207
iter  60 value 368.876040
final  value 368.694547 
converged
# weights:  93 (60 variable)
initial  value 549.306144 
iter  10 value 468.648888
iter  20 value 423.824790
iter  30 value 408.370364
iter  40 value 386.718164
iter  50 value 371.020146
iter  60 value 368.541235
final  value 368.343143 
converged
# weights:  87 (56 variable)
initial  value 549.306144 
iter  10 value 467.503167
iter  20 value 424.382455
iter  30 value 409.586527
iter  40 value 386.002140
iter  50 value 372.195591
iter  60 value 369.846458
final  value 369.825146 
converged
# weights:  84 (54 variable)
initial  value 549.306144 
iter  10 value 471.984454
iter  20 value 430.230544
iter  30 value 414.890682
iter  40 value 384.027058
iter  50 value 373.518175
iter  60 value 371.353268
final  value 371.352647 
converged
# weights:  84 (54 variable)
initial  value 549.306144 
iter  10 value 475.650974
iter  20 value 434.277016
iter  30 value 417.905096
iter  40 value 387.273786
iter  50 value 373.412745
iter  60 value 370.998943
final  value 370.998652 
converged
# weights:  84 (54 variable)
initial  value 549.306144 
iter  10 value 468.570429
iter  20 value 428.339650
iter  30 value 413.519747
iter  40 value 385.969334
iter  50 value 375.363159
iter  60 value 371.849119
final  value 371.847992 
converged
# weights:  84 (54 variable)
initial  value 549.306144 
iter  10 value 473.239696
iter  20 value 432.710743
iter  30 value 415.576776
iter  40 value 388.282709
iter  50 value 376.578941
iter  60 value 373.650216
final  value 373.648103 
converged
# weights:  84 (54 variable)
initial  value 549.306144 
iter  10 value 474.081764
iter  20 value 434.472119
iter  30 value 414.579578
iter  40 value 384.685943
iter  50 value 373.688505
iter  60 value 371.421841
final  value 371.421234 
converged
# weights:  84 (54 variable)
initial  value 549.306144 
iter  10 value 473.364370
iter  20 value 431.970091
iter  30 value 417.604510
iter  40 value 384.289404
iter  50 value 373.270183
iter  60 value 371.237767
final  value 371.237126 
converged
# weights:  84 (54 variable)
initial  value 549.306144 
iter  10 value 473.356894
iter  20 value 433.161171
iter  30 value 416.381021
iter  40 value 384.932136
iter  50 value 373.562077
iter  60 value 371.666454
final  value 371.666165 
converged
# weights:  84 (54 variable)
initial  value 549.306144 
iter  10 value 473.881845
iter  20 value 434.525989
iter  30 value 416.817266
iter  40 value 385.402051
iter  50 value 375.137658
iter  60 value 373.138114
final  value 373.137824 
converged
# weights:  84 (54 variable)
initial  value 549.306144 
iter  10 value 463.562367
iter  20 value 422.693463
iter  30 value 411.317522
iter  40 value 379.225410
iter  50 value 373.504492
iter  60 value 371.284160
final  value 371.283864 
converged
# weights:  84 (54 variable)
initial  value 549.306144 
iter  10 value 469.605957
iter  20 value 426.265042
iter  30 value 410.366174
iter  40 value 381.283929
iter  50 value 374.153013
iter  60 value 371.454788
final  value 371.453317 
converged
# weights:  84 (54 variable)
initial  value 549.306144 
iter  10 value 469.605862
iter  20 value 427.714400
iter  30 value 411.275305
iter  40 value 380.580412
iter  50 value 373.833456
iter  60 value 371.621862
final  value 371.621376 
converged
# weights:  84 (54 variable)
initial  value 549.306144 
iter  10 value 467.782731
iter  20 value 425.843104
iter  30 value 402.685783
iter  40 value 383.518853
iter  50 value 376.749312
iter  60 value 375.091082
final  value 375.090458 
converged
# weights:  84 (54 variable)
initial  value 549.306144 
iter  10 value 468.111428
iter  20 value 423.800827
iter  30 value 403.262204
iter  40 value 380.366097
iter  50 value 372.730777
iter  60 value 370.739910
final  value 370.739289 
converged
# weights:  84 (54 variable)
initial  value 549.306144 
iter  10 value 469.464989
iter  20 value 429.054011
iter  30 value 416.466315
iter  40 value 393.195496
iter  50 value 379.229461
iter  60 value 378.312077
final  value 378.297890 
converged
# weights:  84 (54 variable)
initial  value 549.306144 
iter  10 value 467.975458
iter  20 value 424.128765
iter  30 value 409.951448
iter  40 value 380.199664
iter  50 value 373.817190
iter  60 value 370.538288
final  value 370.536567 
converged
# weights:  84 (54 variable)
initial  value 549.306144 
iter  10 value 468.989296
iter  20 value 425.896280
iter  30 value 413.286015
iter  40 value 387.156277
iter  50 value 376.572740
iter  60 value 372.463833
final  value 372.463362 
converged
# weights:  84 (54 variable)
initial  value 549.306144 
iter  10 value 467.273102
iter  20 value 425.646602
iter  30 value 410.869535
iter  40 value 380.712135
iter  50 value 373.564701
iter  60 value 371.270013
final  value 371.269310 
converged
# weights:  84 (54 variable)
initial  value 549.306144 
iter  10 value 467.080713
iter  20 value 426.561347
iter  30 value 411.881893
iter  40 value 379.978838
iter  50 value 373.338775
iter  60 value 371.082673
final  value 371.081306 
converged
# weights:  84 (54 variable)
initial  value 549.306144 
iter  10 value 467.403335
iter  20 value 424.464561
iter  30 value 408.230260
iter  40 value 381.458706
iter  50 value 372.844693
iter  60 value 370.960586
final  value 370.959976 
converged
# weights:  84 (54 variable)
initial  value 549.306144 
iter  10 value 469.794140
iter  20 value 427.201949
iter  30 value 396.771209
iter  40 value 379.933087
iter  50 value 373.416241
iter  60 value 372.009476
final  value 372.008634 
converged
# weights:  84 (54 variable)
initial  value 549.306144 
iter  10 value 467.962645
iter  20 value 424.982741
iter  30 value 412.814132
iter  40 value 383.720787
iter  50 value 372.820520
iter  60 value 370.636464
final  value 370.636061 
converged
# weights:  84 (54 variable)
initial  value 549.306144 
iter  10 value 466.324988
iter  20 value 424.227107
iter  30 value 409.358140
iter  40 value 380.102510
iter  50 value 374.433073
iter  60 value 371.800214
final  value 371.799974 
converged
# weights:  84 (54 variable)
initial  value 549.306144 
iter  10 value 476.332114
iter  20 value 440.655952
iter  30 value 429.281998
iter  40 value 399.726321
iter  50 value 386.652282
iter  60 value 384.273062
final  value 384.271798 
converged
# weights:  84 (54 variable)
initial  value 549.306144 
iter  10 value 483.677244
iter  20 value 446.884078
iter  30 value 434.850730
iter  40 value 408.663221
iter  50 value 399.593750
iter  60 value 396.274943
final  value 396.274146 
converged
# weights:  84 (54 variable)
initial  value 549.306144 
iter  10 value 476.508477
iter  20 value 439.021383
iter  30 value 426.869284
iter  40 value 401.357046
iter  50 value 385.613427
iter  60 value 382.423608
final  value 382.423220 
converged
# weights:  84 (54 variable)
initial  value 549.306144 
iter  10 value 476.299601
iter  20 value 440.790034
iter  30 value 427.577741
iter  40 value 401.087129
iter  50 value 385.988952
iter  60 value 383.679398
final  value 383.677675 
converged
# weights:  84 (54 variable)
initial  value 549.306144 
iter  10 value 478.736759
iter  20 value 443.615114
iter  30 value 429.745199
iter  40 value 403.482704
iter  50 value 393.180934
iter  60 value 391.538219
final  value 391.537776 
converged
# weights:  90 (58 variable)
initial  value 549.306144 
iter  10 value 462.998220
iter  20 value 423.860060
iter  30 value 410.282599
iter  40 value 388.872049
iter  50 value 372.529188
iter  60 value 369.474661
final  value 369.322213 
converged
# weights:  90 (58 variable)
initial  value 549.306144 
iter  10 value 468.398970
iter  20 value 428.069131
iter  30 value 413.271443
iter  40 value 385.355136
iter  50 value 370.851949
iter  60 value 369.511225
final  value 369.343874 
converged
# weights:  90 (58 variable)
initial  value 549.306144 
iter  10 value 462.620578
iter  20 value 423.849683
iter  30 value 410.002746
iter  40 value 389.280483
iter  50 value 371.269589
iter  60 value 369.307309
final  value 369.114590 
converged
# weights:  90 (58 variable)
initial  value 549.306144 
iter  10 value 461.343940
iter  20 value 422.119166
iter  30 value 409.043273
iter  40 value 388.381407
iter  50 value 372.141554
iter  60 value 369.663567
final  value 369.529653 
converged
# weights:  90 (58 variable)
initial  value 549.306144 
iter  10 value 459.824985
iter  20 value 422.586482
iter  30 value 410.939806
iter  40 value 387.770573
iter  50 value 372.191988
iter  60 value 369.609000
final  value 369.532451 
converged
# weights:  90 (58 variable)
initial  value 549.306144 
iter  10 value 463.596122
iter  20 value 424.544273
iter  30 value 408.855549
iter  40 value 386.562656
iter  50 value 372.731740
iter  60 value 369.756938
final  value 369.592995 
converged
# weights:  90 (58 variable)
initial  value 549.306144 
iter  10 value 465.026239
iter  20 value 427.596001
iter  30 value 410.834303
iter  40 value 385.744800
iter  50 value 372.888568
iter  60 value 369.952635
final  value 369.790363 
converged
# weights:  90 (58 variable)
initial  value 549.306144 
iter  10 value 465.867740
iter  20 value 425.446155
iter  30 value 413.046804
iter  40 value 388.709082
iter  50 value 371.351435
iter  60 value 369.360897
final  value 369.227570 
converged
# weights:  90 (58 variable)
initial  value 549.306144 
iter  10 value 465.116226
iter  20 value 424.925114
iter  30 value 409.757071
iter  40 value 389.849361
iter  50 value 371.673587
iter  60 value 369.529113
final  value 369.317521 
converged
# weights:  90 (58 variable)
initial  value 549.306144 
iter  10 value 465.522921
iter  20 value 425.095323
iter  30 value 410.195364
iter  40 value 386.286623
iter  50 value 371.766605
iter  60 value 369.627252
final  value 369.519735 
converged
# weights:  90 (58 variable)
initial  value 549.306144 
iter  10 value 461.450713
iter  20 value 423.245793
iter  30 value 409.336954
iter  40 value 386.930088
iter  50 value 371.194716
iter  60 value 369.925942
final  value 369.813351 
converged
# weights:  90 (58 variable)
initial  value 549.306144 
iter  10 value 468.475213
iter  20 value 428.786196
iter  30 value 412.958713
iter  40 value 385.716143
iter  50 value 372.085600
iter  60 value 369.785230
final  value 369.246327 
converged
# weights:  90 (58 variable)
initial  value 549.306144 
iter  10 value 467.611955
iter  20 value 424.751269
iter  30 value 409.695600
iter  40 value 389.849823
iter  50 value 372.373248
iter  60 value 369.508657
final  value 369.303820 
converged
# weights:  90 (58 variable)
initial  value 549.306144 
iter  10 value 467.459982
iter  20 value 423.093221
iter  30 value 407.341713
iter  40 value 385.937391
iter  50 value 371.116663
iter  60 value 369.085154
final  value 369.021927 
converged
# weights:  90 (58 variable)
initial  value 549.306144 
iter  10 value 467.725557
iter  20 value 425.460744
iter  30 value 412.142734
iter  40 value 392.702646
iter  50 value 372.390829
iter  60 value 369.455998
final  value 369.273379 
converged
# weights:  90 (58 variable)
initial  value 549.306144 
iter  10 value 467.071629
iter  20 value 424.445156
iter  30 value 410.332491
iter  40 value 383.623648
iter  50 value 371.822748
iter  60 value 369.718923
final  value 369.627820 
converged
# weights:  90 (58 variable)
initial  value 549.306144 
iter  10 value 468.798726
iter  20 value 424.711834
iter  30 value 408.553312
iter  40 value 386.229201
iter  50 value 373.722231
iter  60 value 369.196480
final  value 368.992699 
converged
# weights:  90 (58 variable)
initial  value 549.306144 
iter  10 value 466.204583
iter  20 value 424.129324
iter  30 value 411.351455
iter  40 value 384.183448
iter  50 value 374.463708
iter  60 value 369.557737
final  value 369.390042 
converged
# weights:  90 (58 variable)
initial  value 549.306144 
iter  10 value 467.692951
iter  20 value 424.314093
iter  30 value 406.576874
iter  40 value 384.383574
iter  50 value 371.212730
iter  60 value 369.624636
final  value 369.501163 
converged
# weights:  90 (58 variable)
initial  value 549.306144 
iter  10 value 467.478458
iter  20 value 424.443695
iter  30 value 406.955913
iter  40 value 382.567974
iter  50 value 371.695285
iter  60 value 369.790834
final  value 369.686078 
converged
# weights:  90 (58 variable)
initial  value 549.306144 
iter  10 value 470.950653
iter  20 value 427.790260
iter  30 value 412.752662
iter  40 value 391.073591
iter  50 value 372.998952
iter  60 value 370.021775
final  value 369.711192 
converged
# weights:  90 (58 variable)
initial  value 549.306144 
iter  10 value 470.780782
iter  20 value 429.075172
iter  30 value 410.111711
iter  40 value 386.565657
iter  50 value 373.378038
iter  60 value 369.735284
final  value 369.464679 
converged
# weights:  90 (58 variable)
initial  value 549.306144 
iter  10 value 467.603610
iter  20 value 423.216605
iter  30 value 410.034740
iter  40 value 387.187204
iter  50 value 371.797897
iter  60 value 369.276038
final  value 369.164611 
converged
# weights:  84 (54 variable)
initial  value 549.306144 
iter  10 value 467.975458
iter  20 value 424.128765
iter  30 value 409.951448
iter  40 value 380.199664
iter  50 value 373.817190
iter  60 value 370.538288
final  value 370.536567 
converged
# weights:  81 (52 variable)
initial  value 549.306144 
iter  10 value 472.718676
iter  20 value 430.498720
iter  30 value 416.343130
iter  40 value 379.730411
iter  50 value 372.819318
iter  60 value 372.120591
iter  60 value 372.120587
iter  60 value 372.120587
final  value 372.120587 
converged
# weights:  81 (52 variable)
initial  value 549.306144 
iter  10 value 475.610768
iter  20 value 437.017486
iter  30 value 421.765848
iter  40 value 379.391369
iter  50 value 372.849959
iter  60 value 371.779382
final  value 371.779355 
converged
# weights:  81 (52 variable)
initial  value 549.306144 
iter  10 value 468.669654
iter  20 value 428.763462
iter  30 value 415.231777
iter  40 value 380.482534
iter  50 value 373.303302
iter  60 value 372.688511
iter  60 value 372.688508
iter  60 value 372.688508
final  value 372.688508 
converged
# weights:  81 (52 variable)
initial  value 549.306144 
iter  10 value 474.127083
iter  20 value 434.228863
iter  30 value 413.747636
iter  40 value 381.912212
iter  50 value 375.338145
iter  60 value 374.506626
final  value 374.506617 
converged
# weights:  81 (52 variable)
initial  value 549.306144 
iter  10 value 474.148430
iter  20 value 434.679372
iter  30 value 419.092102
iter  40 value 379.032027
iter  50 value 372.800694
iter  60 value 372.144750
iter  60 value 372.144749
iter  60 value 372.144749
final  value 372.144749 
converged
# weights:  81 (52 variable)
initial  value 549.306144 
iter  10 value 473.881605
iter  20 value 434.023128
iter  30 value 416.490219
iter  40 value 379.020438
iter  50 value 372.664191
iter  60 value 371.882912
final  value 371.882907 
converged
# weights:  81 (52 variable)
initial  value 549.306144 
iter  10 value 473.201038
iter  20 value 433.781167
iter  30 value 416.725526
iter  40 value 382.363128
iter  50 value 373.824585
iter  60 value 372.563266
final  value 372.563245 
converged
# weights:  81 (52 variable)
initial  value 549.306144 
iter  10 value 473.990060
iter  20 value 434.667121
iter  30 value 418.913265
iter  40 value 380.289251
iter  50 value 375.014144
iter  60 value 373.798335
final  value 373.798321 
converged
# weights:  81 (52 variable)
initial  value 549.306144 
iter  10 value 462.909832
iter  20 value 422.477484
iter  30 value 408.083474
iter  40 value 378.714192
iter  50 value 374.274550
iter  60 value 371.935412
final  value 371.935380 
converged
# weights:  81 (52 variable)
initial  value 549.306144 
iter  10 value 469.674001
iter  20 value 426.386196
iter  30 value 408.993869
iter  40 value 383.026167
iter  50 value 372.879223
iter  60 value 372.103843
final  value 372.103817 
converged
# weights:  81 (52 variable)
initial  value 549.306144 
iter  10 value 469.501534
iter  20 value 425.406963
iter  30 value 409.220948
iter  40 value 378.960388
iter  50 value 372.514985
iter  60 value 372.111385
iter  60 value 372.111382
iter  60 value 372.111382
final  value 372.111382 
converged
# weights:  81 (52 variable)
initial  value 549.306144 
iter  10 value 468.229820
iter  20 value 425.579135
iter  30 value 396.324849
iter  40 value 383.541678
iter  50 value 376.288580
iter  60 value 375.695169
final  value 375.695137 
converged
# weights:  81 (52 variable)
initial  value 549.306144 
iter  10 value 468.788989
iter  20 value 423.995514
iter  30 value 405.076343
iter  40 value 379.781309
iter  50 value 372.954963
iter  60 value 371.693267
final  value 371.693245 
converged
# weights:  81 (52 variable)
initial  value 549.306144 
iter  10 value 469.928376
iter  20 value 428.487527
iter  30 value 416.227404
iter  40 value 389.897601
iter  50 value 379.859406
iter  60 value 378.637241
final  value 378.637123 
converged
# weights:  81 (52 variable)
initial  value 549.306144 
iter  10 value 471.724350
iter  20 value 427.586858
iter  30 value 412.661045
iter  40 value 381.459078
iter  50 value 373.986101
iter  60 value 372.949522
final  value 372.949512 
converged
# weights:  81 (52 variable)
initial  value 549.306144 
iter  10 value 467.836616
iter  20 value 424.391000
iter  30 value 411.292542
iter  40 value 380.470190
iter  50 value 373.028265
iter  60 value 372.179710
final  value 372.179664 
converged
# weights:  81 (52 variable)
initial  value 549.306144 
iter  10 value 466.519118
iter  20 value 425.833372
iter  30 value 411.330824
iter  40 value 380.411675
iter  50 value 372.160189
iter  60 value 371.715789
final  value 371.715747 
converged
# weights:  81 (52 variable)
initial  value 549.306144 
iter  10 value 470.693027
iter  20 value 426.769254
iter  30 value 411.801557
iter  40 value 379.401346
iter  50 value 373.022940
iter  60 value 371.642134
final  value 371.642129 
converged
# weights:  81 (52 variable)
initial  value 549.306144 
iter  10 value 470.548521
iter  20 value 425.788003
iter  30 value 399.006874
iter  40 value 382.029674
iter  50 value 373.563970
iter  60 value 372.907418
final  value 372.907394 
converged
# weights:  81 (52 variable)
initial  value 549.306144 
iter  10 value 468.411088
iter  20 value 424.829300
iter  30 value 409.941592
iter  40 value 379.133266
iter  50 value 372.170612
iter  60 value 371.183271
final  value 371.183266 
converged
# weights:  81 (52 variable)
initial  value 549.306144 
iter  10 value 465.882319
iter  20 value 425.601950
iter  30 value 408.803112
iter  40 value 380.346114
iter  50 value 373.454594
iter  60 value 372.646740
iter  60 value 372.646738
iter  60 value 372.646738
final  value 372.646738 
converged
# weights:  81 (52 variable)
initial  value 549.306144 
iter  10 value 476.556645
iter  20 value 442.338323
iter  30 value 427.317764
iter  40 value 395.984639
iter  50 value 386.000868
iter  60 value 385.105014
final  value 385.105008 
converged
# weights:  81 (52 variable)
initial  value 549.306144 
iter  10 value 483.656182
iter  20 value 447.271902
iter  30 value 436.385728
iter  40 value 402.837522
iter  50 value 397.243465
iter  60 value 396.860379
final  value 396.860361 
converged
# weights:  81 (52 variable)
initial  value 549.306144 
iter  10 value 476.889705
iter  20 value 437.754188
iter  30 value 419.632143
iter  40 value 389.699083
iter  50 value 384.012626
iter  60 value 383.271313
final  value 383.271288 
converged
# weights:  81 (52 variable)
initial  value 549.306144 
iter  10 value 476.683318
iter  20 value 439.252041
iter  30 value 424.593987
iter  40 value 390.962119
iter  50 value 385.435908
iter  60 value 384.529968
final  value 384.529961 
converged
# weights:  81 (52 variable)
initial  value 549.306144 
iter  10 value 479.020586
iter  20 value 443.151385
iter  30 value 431.062331
iter  40 value 402.989792
iter  50 value 393.499993
iter  60 value 392.338738
final  value 392.338724 
converged
# weights:  87 (56 variable)
initial  value 549.306144 
iter  10 value 463.160100
iter  20 value 423.458773
iter  30 value 410.711966
iter  40 value 384.970505
iter  50 value 373.809556
iter  60 value 370.086165
final  value 370.054397 
converged
# weights:  87 (56 variable)
initial  value 549.306144 
iter  10 value 468.594727
iter  20 value 428.618907
iter  30 value 414.742686
iter  40 value 386.286551
iter  50 value 375.379668
iter  60 value 370.143197
final  value 370.074950 
converged
# weights:  87 (56 variable)
initial  value 549.306144 
iter  10 value 462.964333
iter  20 value 424.654632
iter  30 value 410.209492
iter  40 value 383.270420
iter  50 value 371.925929
iter  60 value 369.775463
final  value 369.740511 
converged
# weights:  87 (56 variable)
initial  value 549.306144 
iter  10 value 461.834894
iter  20 value 422.907871
iter  30 value 411.402895
iter  40 value 387.315261
iter  50 value 372.408134
iter  60 value 370.338258
final  value 370.258890 
converged
# weights:  87 (56 variable)
initial  value 549.306144 
iter  10 value 460.696264
iter  20 value 422.220168
iter  30 value 411.860781
iter  40 value 384.225046
iter  50 value 374.013654
iter  60 value 370.422110
final  value 370.178657 
converged
# weights:  87 (56 variable)
initial  value 549.306144 
iter  10 value 464.258322
iter  20 value 424.637010
iter  30 value 408.987709
iter  40 value 385.996413
iter  50 value 372.572391
iter  60 value 370.351213
final  value 370.327650 
converged
# weights:  87 (56 variable)
initial  value 549.306144 
iter  10 value 465.114521
iter  20 value 426.022380
iter  30 value 412.736600
iter  40 value 384.391924
iter  50 value 372.407991
iter  60 value 370.587773
final  value 370.504510 
converged
# weights:  87 (56 variable)
initial  value 549.306144 
iter  10 value 466.238046
iter  20 value 424.755782
iter  30 value 411.979192
iter  40 value 390.918755
iter  50 value 373.297192
iter  60 value 369.902704
final  value 369.896948 
converged
# weights:  87 (56 variable)
initial  value 549.306144 
iter  10 value 465.535097
iter  20 value 424.983829
iter  30 value 412.079183
iter  40 value 384.443393
iter  50 value 371.659305
iter  60 value 370.062645
final  value 370.030967 
converged
# weights:  87 (56 variable)
initial  value 549.306144 
iter  10 value 468.432308
iter  20 value 428.656163
iter  30 value 412.355163
iter  40 value 382.298894
iter  50 value 371.676584
iter  60 value 370.268123
final  value 370.240155 
converged
# weights:  87 (56 variable)
initial  value 549.306144 
iter  10 value 462.000733
iter  20 value 422.920989
iter  30 value 410.450886
iter  40 value 386.385606
iter  50 value 372.181788
iter  60 value 370.543914
final  value 370.525203 
converged
# weights:  87 (56 variable)
initial  value 549.306144 
iter  10 value 468.546629
iter  20 value 427.209158
iter  30 value 412.187233
iter  40 value 383.027903
iter  50 value 373.509941
iter  60 value 370.036246
final  value 369.995251 
converged
# weights:  87 (56 variable)
initial  value 549.306144 
iter  10 value 467.975574
iter  20 value 425.401176
iter  30 value 407.355441
iter  40 value 384.603930
iter  50 value 372.334038
iter  60 value 370.095108
final  value 370.079825 
converged
# weights:  87 (56 variable)
initial  value 549.306144 
iter  10 value 467.830150
iter  20 value 423.579539
iter  30 value 410.152207
iter  40 value 384.938476
iter  50 value 371.659940
iter  60 value 369.838087
final  value 369.817880 
converged
# weights:  87 (56 variable)
initial  value 549.306144 
iter  10 value 468.150400
iter  20 value 424.978141
iter  30 value 411.873922
iter  40 value 387.513471
iter  50 value 372.405433
iter  60 value 369.955001
final  value 369.947293 
converged
# weights:  87 (56 variable)
initial  value 549.306144 
iter  10 value 467.503167
iter  20 value 424.382455
iter  30 value 409.586527
iter  40 value 386.002140
iter  50 value 372.195591
iter  60 value 369.846458
final  value 369.825146 
converged
# weights:  87 (56 variable)
initial  value 549.306144 
iter  10 value 467.726942
iter  20 value 424.258050
iter  30 value 410.596240
iter  40 value 381.123461
iter  50 value 373.045748
iter  60 value 370.356255
final  value 370.337384 
converged
# weights:  87 (56 variable)
initial  value 549.306144 
iter  10 value 469.249432
iter  20 value 425.088681
iter  30 value 408.780271
iter  40 value 385.308880
iter  50 value 372.845387
iter  60 value 369.869638
final  value 369.842814 
converged
# weights:  87 (56 variable)
initial  value 549.306144 
iter  10 value 466.729042
iter  20 value 424.281371
iter  30 value 410.641786
iter  40 value 384.532359
iter  50 value 374.604276
iter  60 value 370.183722
final  value 370.174660 
converged
# weights:  87 (56 variable)
initial  value 549.306144 
iter  10 value 468.200805
iter  20 value 424.628663
iter  30 value 410.616193
iter  40 value 383.646238
iter  50 value 373.886837
iter  60 value 370.294486
final  value 370.202991 
converged
# weights:  87 (56 variable)
initial  value 549.306144 
iter  10 value 467.968273
iter  20 value 424.412497
iter  30 value 407.005480
iter  40 value 380.197623
iter  50 value 374.576463
iter  60 value 370.543407
final  value 370.452260 
converged
# weights:  87 (56 variable)
initial  value 549.306144 
iter  10 value 471.085351
iter  20 value 427.655091
iter  30 value 412.211537
iter  40 value 389.962649
iter  50 value 373.640741
iter  60 value 370.397739
final  value 370.377140 
converged
# weights:  87 (56 variable)
initial  value 549.306144 
iter  10 value 470.834129
iter  20 value 429.062826
iter  30 value 412.434653
iter  40 value 386.947318
iter  50 value 372.082041
iter  60 value 370.203176
final  value 370.192060 
converged
# weights:  87 (56 variable)
initial  value 549.306144 
iter  10 value 468.009786
iter  20 value 425.040252
iter  30 value 412.705367
iter  40 value 386.475136
iter  50 value 371.981552
iter  60 value 369.937158
final  value 369.905046 
converged
# weights:  81 (52 variable)
initial  value 549.306144 
iter  10 value 468.411088
iter  20 value 424.829300
iter  30 value 409.941592
iter  40 value 379.133266
iter  50 value 372.170612
iter  60 value 371.183271
final  value 371.183266 
converged
# weights:  78 (50 variable)
initial  value 549.306144 
iter  10 value 473.187607
iter  20 value 430.865772
iter  30 value 413.200565
iter  40 value 379.897616
iter  50 value 373.129881
final  value 372.813818 
converged
# weights:  78 (50 variable)
initial  value 549.306144 
iter  10 value 472.621127
iter  20 value 431.091274
iter  30 value 412.339709
iter  40 value 379.920122
iter  50 value 373.072380
final  value 372.589527 
converged
# weights:  78 (50 variable)
initial  value 549.306144 
iter  10 value 468.827359
iter  20 value 429.500124
iter  30 value 414.546716
iter  40 value 381.852922
iter  50 value 373.633523
final  value 373.322891 
converged
# weights:  78 (50 variable)
initial  value 549.306144 
iter  10 value 474.785643
iter  20 value 434.662220
iter  30 value 411.729671
iter  40 value 380.142500
iter  50 value 375.712668
final  value 375.274167 
converged
# weights:  78 (50 variable)
initial  value 549.306144 
iter  10 value 471.921177
iter  20 value 432.079857
iter  30 value 412.281002
iter  40 value 386.158933
iter  50 value 373.355651
final  value 372.725629 
converged
# weights:  78 (50 variable)
initial  value 549.306144 
iter  10 value 473.928905
iter  20 value 434.058025
iter  30 value 421.163502
iter  40 value 379.804322
iter  50 value 373.078796
final  value 372.407526 
converged
# weights:  78 (50 variable)
initial  value 549.306144 
iter  10 value 473.961555
iter  20 value 434.865869
iter  30 value 417.366225
iter  40 value 382.025597
iter  50 value 373.865065
final  value 373.401431 
converged
# weights:  78 (50 variable)
initial  value 549.306144 
iter  10 value 474.834550
iter  20 value 435.591834
iter  30 value 417.451942
iter  40 value 380.822218
iter  50 value 375.191909
final  value 374.457432 
converged
# weights:  78 (50 variable)
initial  value 549.306144 
iter  10 value 464.383497
iter  20 value 423.820158
iter  30 value 410.596659
iter  40 value 378.641550
iter  50 value 373.091464
final  value 372.735185 
converged
# weights:  78 (50 variable)
initial  value 549.306144 
iter  10 value 469.947304
iter  20 value 426.915034
iter  30 value 409.564883
iter  40 value 381.313260
iter  50 value 373.452213
final  value 372.606982 
converged
# weights:  78 (50 variable)
initial  value 549.306144 
iter  10 value 469.964770
iter  20 value 426.158333
iter  30 value 410.904017
iter  40 value 379.875760
iter  50 value 373.264188
final  value 372.656206 
converged
# weights:  78 (50 variable)
initial  value 549.306144 
iter  10 value 468.666883
iter  20 value 426.345484
iter  30 value 390.523433
iter  40 value 381.423732
iter  50 value 376.643974
final  value 376.313322 
converged
# weights:  78 (50 variable)
initial  value 549.306144 
iter  10 value 469.325617
iter  20 value 425.211049
iter  30 value 401.857385
iter  40 value 379.846517
iter  50 value 373.299137
final  value 372.430419 
converged
# weights:  78 (50 variable)
initial  value 549.306144 
iter  10 value 470.383495
iter  20 value 429.046735
iter  30 value 415.670408
iter  40 value 390.543857
iter  50 value 379.756871
iter  60 value 379.162096
final  value 379.162090 
converged
# weights:  78 (50 variable)
initial  value 549.306144 
iter  10 value 469.428691
iter  20 value 426.278178
iter  30 value 412.757319
iter  40 value 380.986233
iter  50 value 373.717614
final  value 373.332677 
converged
# weights:  78 (50 variable)
initial  value 549.306144 
iter  10 value 468.538269
iter  20 value 425.745281
iter  30 value 407.494886
iter  40 value 380.857862
iter  50 value 373.361260
final  value 372.952191 
converged
# weights:  78 (50 variable)
initial  value 549.306144 
iter  10 value 468.679417
iter  20 value 427.296263
iter  30 value 411.426990
iter  40 value 380.900641
iter  50 value 372.827719
final  value 372.518324 
converged
# weights:  78 (50 variable)
initial  value 549.306144 
iter  10 value 468.413211
iter  20 value 425.006494
iter  30 value 410.595409
iter  40 value 379.572337
iter  50 value 373.156586
final  value 372.486645 
converged
# weights:  78 (50 variable)
initial  value 549.306144 
iter  10 value 470.948972
iter  20 value 426.900007
iter  30 value 394.300718
iter  40 value 379.315550
iter  50 value 374.968297
iter  60 value 373.561456
iter  60 value 373.561456
iter  60 value 373.561456
final  value 373.561456 
converged
# weights:  78 (50 variable)
initial  value 549.306144 
iter  10 value 466.461209
iter  20 value 426.026624
iter  30 value 404.697384
iter  40 value 378.452954
iter  50 value 373.539329
final  value 373.214376 
converged
# weights:  78 (50 variable)
initial  value 549.306144 
iter  10 value 477.344413
iter  20 value 440.409389
iter  30 value 427.502177
iter  40 value 392.285686
iter  50 value 386.654949
final  value 385.762322 
converged
# weights:  78 (50 variable)
initial  value 549.306144 
iter  10 value 481.114529
iter  20 value 444.680070
iter  30 value 434.069831
iter  40 value 402.345405
iter  50 value 397.805952
final  value 397.421352 
converged
# weights:  78 (50 variable)
initial  value 549.306144 
iter  10 value 477.981229
iter  20 value 438.069901
iter  30 value 422.171973
iter  40 value 388.731177
iter  50 value 385.146042
final  value 384.067368 
converged
# weights:  78 (50 variable)
initial  value 549.306144 
iter  10 value 477.451632
iter  20 value 440.121649
iter  30 value 424.969893
iter  40 value 391.728820
iter  50 value 385.638576
final  value 385.112059 
converged
# weights:  78 (50 variable)
initial  value 549.306144 
iter  10 value 480.001453
iter  20 value 444.185708
iter  30 value 430.860781
iter  40 value 398.907114
iter  50 value 394.016010
final  value 393.120353 
converged
# weights:  84 (54 variable)
initial  value 549.306144 
iter  10 value 463.708941
iter  20 value 423.846229
iter  30 value 411.783263
iter  40 value 387.058292
iter  50 value 372.465157
iter  60 value 370.717626
final  value 370.717194 
converged
# weights:  84 (54 variable)
initial  value 549.306144 
iter  10 value 466.201199
iter  20 value 424.753500
iter  30 value 412.128696
iter  40 value 384.794505
iter  50 value 373.463808
iter  60 value 370.736158
final  value 370.733043 
converged
# weights:  84 (54 variable)
initial  value 549.306144 
iter  10 value 463.668686
iter  20 value 423.836733
iter  30 value 408.869526
iter  40 value 387.556982
iter  50 value 372.155327
iter  60 value 370.371237
final  value 370.370776 
converged
# weights:  84 (54 variable)
initial  value 549.306144 
iter  10 value 461.963292
iter  20 value 422.711259
iter  30 value 408.151187
iter  40 value 386.729100
iter  50 value 372.591633
iter  60 value 370.882692
final  value 370.881666 
converged
# weights:  84 (54 variable)
initial  value 549.306144 
iter  10 value 461.032157
iter  20 value 422.973522
iter  30 value 406.751234
iter  40 value 381.827548
iter  50 value 372.654718
iter  60 value 370.801047
final  value 370.800600 
converged
# weights:  84 (54 variable)
initial  value 549.306144 
iter  10 value 464.624816
iter  20 value 425.172737
iter  30 value 408.793514
iter  40 value 390.363514
iter  50 value 374.214279
iter  60 value 370.984986
final  value 370.983430 
converged
# weights:  84 (54 variable)
initial  value 549.306144 
iter  10 value 462.988596
iter  20 value 423.112458
iter  30 value 409.014036
iter  40 value 385.631161
iter  50 value 373.804253
iter  60 value 371.143819
final  value 371.143352 
converged
# weights:  84 (54 variable)
initial  value 549.306144 
iter  10 value 466.758987
iter  20 value 425.413925
iter  30 value 408.126121
iter  40 value 383.981054
iter  50 value 372.185936
iter  60 value 370.526663
final  value 370.525741 
converged
# weights:  84 (54 variable)
initial  value 549.306144 
iter  10 value 466.041648
iter  20 value 425.296906
iter  30 value 411.699684
iter  40 value 385.062959
iter  50 value 372.993499
iter  60 value 370.678178
final  value 370.677583 
converged
# weights:  84 (54 variable)
initial  value 549.306144 
iter  10 value 466.083107
iter  20 value 425.429774
iter  30 value 410.197638
iter  40 value 386.490017
iter  50 value 372.931590
iter  60 value 370.836463
final  value 370.834916 
converged
# weights:  84 (54 variable)
initial  value 549.306144 
iter  10 value 462.500415
iter  20 value 423.169003
iter  30 value 409.762972
iter  40 value 384.257083
iter  50 value 372.810520
iter  60 value 371.172129
final  value 371.171523 
converged
# weights:  84 (54 variable)
initial  value 549.306144 
iter  10 value 465.967100
iter  20 value 424.480965
iter  30 value 410.146080
iter  40 value 384.987658
iter  50 value 374.721151
iter  60 value 370.686835
final  value 370.684130 
converged
# weights:  84 (54 variable)
initial  value 549.306144 
iter  10 value 468.126571
iter  20 value 425.256533
iter  30 value 409.557695
iter  40 value 384.273802
iter  50 value 372.284393
iter  60 value 370.657003
final  value 370.656140 
converged
# weights:  84 (54 variable)
initial  value 549.306144 
iter  10 value 468.251723
iter  20 value 423.995505
iter  30 value 411.065810
iter  40 value 385.303368
iter  50 value 372.913413
iter  60 value 370.428866
final  value 370.428583 
converged
# weights:  84 (54 variable)
initial  value 549.306144 
iter  10 value 468.663972
iter  20 value 425.796351
iter  30 value 411.988105
iter  40 value 382.808158
iter  50 value 372.369435
iter  60 value 370.663793
final  value 370.663366 
converged
# weights:  84 (54 variable)
initial  value 549.306144 
iter  10 value 467.962645
iter  20 value 424.982741
iter  30 value 412.814132
iter  40 value 383.720787
iter  50 value 372.820520
iter  60 value 370.636464
final  value 370.636061 
converged
# weights:  84 (54 variable)
initial  value 549.306144 
iter  10 value 468.160284
iter  20 value 424.831130
iter  30 value 409.513323
iter  40 value 380.111640
iter  50 value 373.223678
iter  60 value 370.971574
final  value 370.971044 
converged
# weights:  84 (54 variable)
initial  value 549.306144 
iter  10 value 469.978843
iter  20 value 425.285663
iter  30 value 411.746152
iter  40 value 384.823755
iter  50 value 373.090290
iter  60 value 370.632384
final  value 370.631154 
converged
# weights:  84 (54 variable)
initial  value 549.306144 
iter  10 value 467.160457
iter  20 value 424.815177
iter  30 value 404.903458
iter  40 value 383.212146
iter  50 value 373.499656
iter  60 value 370.773102
final  value 370.772824 
converged
# weights:  84 (54 variable)
initial  value 549.306144 
iter  10 value 468.618646
iter  20 value 424.788002
iter  30 value 411.992714
iter  40 value 382.975754
iter  50 value 372.440724
iter  60 value 370.876311
final  value 370.875819 
converged
# weights:  84 (54 variable)
initial  value 549.306144 
iter  10 value 468.361753
iter  20 value 425.438732
iter  30 value 411.193563
iter  40 value 382.699982
iter  50 value 373.207871
iter  60 value 371.064650
final  value 371.064220 
converged
# weights:  84 (54 variable)
initial  value 549.306144 
iter  10 value 469.246384
iter  20 value 424.842014
iter  30 value 410.270009
iter  40 value 386.999509
iter  50 value 373.597106
iter  60 value 371.012748
final  value 371.011719 
converged
# weights:  84 (54 variable)
initial  value 549.306144 
iter  10 value 467.975458
iter  20 value 424.128765
iter  30 value 409.951448
iter  40 value 380.199664
iter  50 value 373.817190
iter  60 value 370.538288
final  value 370.536567 
converged
# weights:  84 (54 variable)
initial  value 549.306144 
iter  10 value 471.727869
iter  20 value 429.149805
iter  30 value 412.470264
iter  40 value 385.163406
iter  50 value 373.116016
iter  60 value 370.886122
final  value 370.884070 
converged
# weights:  84 (54 variable)
initial  value 549.306144 
iter  10 value 468.323622
iter  20 value 425.262902
iter  30 value 411.130600
iter  40 value 384.339044
iter  50 value 372.911579
iter  60 value 370.579522
final  value 370.578874 
converged
# weights:  78 (50 variable)
initial  value 549.306144 
iter  10 value 473.928905
iter  20 value 434.058025
iter  30 value 421.163502
iter  40 value 379.804322
iter  50 value 373.078796
final  value 372.407526 
converged
# weights:  75 (48 variable)
initial  value 549.306144 
iter  10 value 476.928277
iter  20 value 431.594481
iter  30 value 409.192276
iter  40 value 378.217294
iter  50 value 374.008911
final  value 373.962533 
converged
# weights:  75 (48 variable)
initial  value 549.306144 
iter  10 value 476.468463
iter  20 value 430.764198
iter  30 value 410.126683
iter  40 value 378.191024
iter  50 value 374.051533
final  value 373.798183 
converged
# weights:  75 (48 variable)
initial  value 549.306144 
iter  10 value 472.682800
iter  20 value 434.052984
iter  30 value 405.862616
iter  40 value 383.785301
iter  50 value 375.112321
final  value 374.602564 
converged
# weights:  75 (48 variable)
initial  value 549.306144 
iter  10 value 478.995563
iter  20 value 435.494380
iter  30 value 411.589368
iter  40 value 382.437764
iter  50 value 377.063504
final  value 376.398253 
converged
# weights:  75 (48 variable)
initial  value 549.306144 
iter  10 value 475.550333
iter  20 value 435.000613
iter  30 value 410.453582
iter  40 value 377.475823
iter  50 value 374.800146
final  value 373.996964 
converged
# weights:  75 (48 variable)
initial  value 549.306144 
iter  10 value 474.289954
iter  20 value 432.037024
iter  30 value 411.311967
iter  40 value 379.426058
iter  50 value 374.790545
final  value 374.396806 
converged
# weights:  75 (48 variable)
initial  value 549.306144 
iter  10 value 476.154845
iter  20 value 434.476852
iter  30 value 416.477410
iter  40 value 380.277626
iter  50 value 375.969601
final  value 375.661206 
converged
# weights:  75 (48 variable)
initial  value 549.306144 
iter  10 value 469.824358
iter  20 value 430.316453
iter  30 value 411.630213
iter  40 value 378.724615
iter  50 value 374.408856
final  value 374.023950 
converged
# weights:  75 (48 variable)
initial  value 549.306144 
iter  10 value 474.984112
iter  20 value 432.422778
iter  30 value 414.612488
iter  40 value 382.921071
iter  50 value 374.124143
final  value 373.766724 
converged
# weights:  75 (48 variable)
initial  value 549.306144 
iter  10 value 475.878615
iter  20 value 435.179445
iter  30 value 412.896096
iter  40 value 378.854501
iter  50 value 374.257250
final  value 373.929597 
converged
# weights:  75 (48 variable)
initial  value 549.306144 
iter  10 value 474.160619
iter  20 value 435.288552
iter  30 value 394.767642
iter  40 value 382.180221
iter  50 value 377.832196
final  value 377.791548 
converged
# weights:  75 (48 variable)
initial  value 549.306144 
iter  10 value 475.063289
iter  20 value 431.973578
iter  30 value 411.070271
iter  40 value 380.972696
iter  50 value 374.250676
final  value 373.625487 
converged
# weights:  75 (48 variable)
initial  value 549.306144 
iter  10 value 475.969876
iter  20 value 437.502234
iter  30 value 423.733009
iter  40 value 386.068321
iter  50 value 380.353674
final  value 380.246630 
converged
# weights:  75 (48 variable)
initial  value 549.306144 
iter  10 value 475.260331
iter  20 value 435.270147
iter  30 value 422.513011
iter  40 value 385.258212
iter  50 value 375.837449
final  value 374.460459 
converged
# weights:  75 (48 variable)
initial  value 549.306144 
iter  10 value 474.129821
iter  20 value 431.674216
iter  30 value 409.890670
iter  40 value 381.693070
iter  50 value 374.344778
final  value 374.194672 
converged
# weights:  75 (48 variable)
initial  value 549.306144 
iter  10 value 473.500351
iter  20 value 433.994544
iter  30 value 410.942607
iter  40 value 379.666261
iter  50 value 374.024442
final  value 373.753149 
converged
# weights:  75 (48 variable)
initial  value 549.306144 
iter  10 value 474.270237
iter  20 value 432.975010
iter  30 value 415.581056
iter  40 value 379.745836
iter  50 value 374.510950
final  value 373.827198 
converged
# weights:  75 (48 variable)
initial  value 549.306144 
iter  10 value 477.032325
iter  20 value 436.372314
iter  30 value 400.542790
iter  40 value 382.328751
iter  50 value 376.039962
final  value 374.951786 
converged
# weights:  75 (48 variable)
initial  value 549.306144 
iter  10 value 472.832488
iter  20 value 433.319976
iter  30 value 410.612351
iter  40 value 380.890985
iter  50 value 374.704771
final  value 374.395061 
converged
# weights:  75 (48 variable)
initial  value 549.306144 
iter  10 value 477.442036
iter  20 value 438.650642
iter  30 value 420.815766
iter  40 value 391.941409
iter  50 value 386.680451
final  value 386.409512 
converged
# weights:  75 (48 variable)
initial  value 549.306144 
iter  10 value 484.167338
iter  20 value 445.112711
iter  30 value 425.231593
iter  40 value 401.786732
iter  50 value 398.643733
final  value 398.552684 
converged
# weights:  75 (48 variable)
initial  value 549.306144 
iter  10 value 477.920947
iter  20 value 437.035875
iter  30 value 412.420701
iter  40 value 390.147202
iter  50 value 385.848256
final  value 385.447962 
converged
# weights:  75 (48 variable)
initial  value 549.306144 
iter  10 value 478.084498
iter  20 value 438.749726
iter  30 value 422.279016
iter  40 value 389.928268
iter  50 value 386.452063
final  value 386.297026 
converged
# weights:  75 (48 variable)
initial  value 549.306144 
iter  10 value 483.756886
iter  20 value 447.385187
iter  30 value 426.828183
iter  40 value 397.289285
iter  50 value 395.146452
final  value 394.604555 
converged
# weights:  81 (52 variable)
initial  value 549.306144 
iter  10 value 469.258900
iter  20 value 427.278006
iter  30 value 413.712796
iter  40 value 380.449568
iter  50 value 373.631384
iter  60 value 371.974767
final  value 371.974761 
converged
# weights:  81 (52 variable)
initial  value 549.306144 
iter  10 value 474.056080
iter  20 value 432.760819
iter  30 value 417.955143
iter  40 value 389.432651
iter  50 value 372.779103
iter  60 value 371.840719
final  value 371.840711 
converged
# weights:  81 (52 variable)
initial  value 549.306144 
iter  10 value 468.903911
iter  20 value 425.640722
iter  30 value 406.370613
iter  40 value 380.009893
iter  50 value 372.211219
iter  60 value 371.511030
final  value 371.511016 
converged
# weights:  81 (52 variable)
initial  value 549.306144 
iter  10 value 468.345767
iter  20 value 425.414914
iter  30 value 410.680332
iter  40 value 382.021019
iter  50 value 372.867582
iter  60 value 372.165072
final  value 372.165065 
converged
# weights:  81 (52 variable)
initial  value 549.306144 
iter  10 value 466.973774
iter  20 value 428.990578
iter  30 value 415.130655
iter  40 value 382.149655
iter  50 value 373.314992
iter  60 value 372.078139
final  value 372.078082 
converged
# weights:  81 (52 variable)
initial  value 549.306144 
iter  10 value 470.609416
iter  20 value 428.344346
iter  30 value 414.026360
iter  40 value 379.874932
iter  50 value 372.923054
iter  60 value 372.265307
final  value 372.265289 
converged
# weights:  81 (52 variable)
initial  value 549.306144 
iter  10 value 473.991063
iter  20 value 434.861202
iter  30 value 415.743904
iter  40 value 382.170696
iter  50 value 374.072311
iter  60 value 372.375925
final  value 372.375886 
converged
# weights:  81 (52 variable)
initial  value 549.306144 
iter  10 value 474.408511
iter  20 value 435.820888
iter  30 value 419.494402
iter  40 value 382.216648
iter  50 value 373.189973
iter  60 value 371.760093
final  value 371.760070 
converged
# weights:  81 (52 variable)
initial  value 549.306144 
iter  10 value 473.537911
iter  20 value 433.618760
iter  30 value 416.992747
iter  40 value 382.645757
iter  50 value 372.671219
iter  60 value 371.984498
final  value 371.984493 
converged
# weights:  81 (52 variable)
initial  value 549.306144 
iter  10 value 471.709438
iter  20 value 427.397406
iter  30 value 413.694682
iter  40 value 381.355676
iter  50 value 373.287814
iter  60 value 372.173248
final  value 372.173238 
converged
# weights:  81 (52 variable)
initial  value 549.306144 
iter  10 value 468.411088
iter  20 value 424.829300
iter  30 value 409.941592
iter  40 value 379.133266
iter  50 value 372.170612
iter  60 value 371.183271
final  value 371.183266 
converged
# weights:  81 (52 variable)
initial  value 549.306144 
iter  10 value 470.759302
iter  20 value 433.039992
iter  30 value 420.244424
iter  40 value 385.252500
iter  50 value 374.626007
iter  60 value 372.383121
final  value 372.383108 
converged
# weights:  81 (52 variable)
initial  value 549.306144 
iter  10 value 473.798829
iter  20 value 432.884574
iter  30 value 418.281873
iter  40 value 381.567828
iter  50 value 372.599284
iter  60 value 371.915784
final  value 371.915725 
converged
# weights:  81 (52 variable)
initial  value 549.306144 
iter  10 value 473.987533
iter  20 value 432.250817
iter  30 value 409.398358
iter  40 value 379.982728
iter  50 value 373.255327
iter  60 value 371.965465
final  value 371.965406 
converged
# weights:  81 (52 variable)
initial  value 549.306144 
iter  10 value 473.703053
iter  20 value 431.289447
iter  30 value 414.435046
iter  40 value 378.544605
iter  50 value 372.775726
iter  60 value 371.851837
final  value 371.851832 
converged
# weights:  81 (52 variable)
initial  value 549.306144 
iter  10 value 474.595835
iter  20 value 434.352427
iter  30 value 415.751763
iter  40 value 381.153898
iter  50 value 373.131462
iter  60 value 371.931944
final  value 371.931901 
converged
# weights:  81 (52 variable)
initial  value 549.306144 
iter  10 value 473.516767
iter  20 value 432.611083
iter  30 value 417.087892
iter  40 value 382.656162
iter  50 value 374.464537
iter  60 value 371.902335
final  value 371.902308 
converged
# weights:  81 (52 variable)
initial  value 549.306144 
iter  10 value 473.649003
iter  20 value 432.916192
iter  30 value 419.659789
iter  40 value 380.189697
iter  50 value 372.994199
iter  60 value 372.258857
final  value 372.258840 
converged
# weights:  81 (52 variable)
initial  value 549.306144 
iter  10 value 475.006534
iter  20 value 432.948592
iter  30 value 414.063529
iter  40 value 380.814270
iter  50 value 373.725782
iter  60 value 371.770440
final  value 371.770420 
converged
# weights:  81 (52 variable)
initial  value 549.306144 
iter  10 value 472.561014
iter  20 value 431.135374
iter  30 value 417.007036
iter  40 value 386.882106
iter  50 value 373.418541
iter  60 value 372.005076
final  value 372.005070 
converged
# weights:  81 (52 variable)
initial  value 549.306144 
iter  10 value 474.043429
iter  20 value 431.938855
iter  30 value 416.168229
iter  40 value 383.165575
iter  50 value 373.133771
iter  60 value 372.072986
final  value 372.072973 
converged
# weights:  81 (52 variable)
initial  value 549.306144 
iter  10 value 473.900780
iter  20 value 435.731476
iter  30 value 417.764844
iter  40 value 382.020138
iter  50 value 374.106763
iter  60 value 372.266456
final  value 372.266382 
converged
# weights:  81 (52 variable)
initial  value 549.306144 
iter  10 value 477.858791
iter  20 value 434.925589
iter  30 value 416.484631
iter  40 value 383.183869
iter  50 value 374.102161
iter  60 value 372.213628
final  value 372.213605 
converged
# weights:  81 (52 variable)
initial  value 549.306144 
iter  10 value 473.881605
iter  20 value 434.023128
iter  30 value 416.490219
iter  40 value 379.020438
iter  50 value 372.664191
iter  60 value 371.882912
final  value 371.882907 
converged
# weights:  81 (52 variable)
initial  value 549.306144 
iter  10 value 474.655233
iter  20 value 431.930504
iter  30 value 414.394897
iter  40 value 382.734350
iter  50 value 373.454027
iter  60 value 372.026624
final  value 372.026613 
converged
# weights:  81 (52 variable)
initial  value 549.306144 
iter  10 value 473.922114
iter  20 value 430.921568
iter  30 value 414.488138
iter  40 value 380.957523
iter  50 value 373.170771
iter  60 value 371.825752
final  value 371.825737 
converged
# weights:  75 (48 variable)
initial  value 549.306144 
iter  10 value 475.063289
iter  20 value 431.973578
iter  30 value 411.070271
iter  40 value 380.972696
iter  50 value 374.250676
final  value 373.625487 
converged
# weights:  72 (46 variable)
initial  value 549.306144 
iter  10 value 478.305957
iter  20 value 431.729323
iter  30 value 397.730152
iter  40 value 379.331259
iter  50 value 375.232806
final  value 375.223175 
converged
# weights:  72 (46 variable)
initial  value 549.306144 
iter  10 value 477.748833
iter  20 value 431.418674
iter  30 value 402.041331
iter  40 value 378.325523
iter  50 value 375.019514
final  value 375.017140 
converged
# weights:  72 (46 variable)
initial  value 549.306144 
iter  10 value 473.849740
iter  20 value 434.914162
iter  30 value 399.704444
iter  40 value 381.327019
iter  50 value 375.832834
final  value 375.824788 
converged
# weights:  72 (46 variable)
initial  value 549.306144 
iter  10 value 480.125495
iter  20 value 436.473820
iter  30 value 399.773676
iter  40 value 384.432278
iter  50 value 377.354849
final  value 377.341087 
converged
# weights:  72 (46 variable)
initial  value 549.306144 
iter  10 value 476.611786
iter  20 value 432.824854
iter  30 value 396.797005
iter  40 value 380.277753
iter  50 value 375.230420
final  value 375.218478 
converged
# weights:  72 (46 variable)
initial  value 549.306144 
iter  10 value 475.031386
iter  20 value 434.803112
iter  30 value 402.282483
iter  40 value 379.374608
iter  50 value 375.541909
final  value 375.530244 
converged
# weights:  72 (46 variable)
initial  value 549.306144 
iter  10 value 477.066094
iter  20 value 433.721935
iter  30 value 403.945888
iter  40 value 380.959879
iter  50 value 376.877795
final  value 376.870629 
converged
# weights:  72 (46 variable)
initial  value 549.306144 
iter  10 value 471.222832
iter  20 value 430.962949
iter  30 value 398.473352
iter  40 value 381.710788
iter  50 value 375.254504
final  value 375.251061 
converged
# weights:  72 (46 variable)
initial  value 549.306144 
iter  10 value 476.147966
iter  20 value 432.604484
iter  30 value 404.566963
iter  40 value 382.993341
iter  50 value 375.024537
final  value 375.013506 
converged
# weights:  72 (46 variable)
initial  value 549.306144 
iter  10 value 476.645306
iter  20 value 433.005864
iter  30 value 408.590773
iter  40 value 380.475902
iter  50 value 375.062088
final  value 375.048678 
converged
# weights:  72 (46 variable)
initial  value 549.306144 
iter  10 value 475.207463
iter  20 value 433.699540
iter  30 value 400.776678
iter  40 value 385.762666
iter  50 value 378.853528
final  value 378.814470 
converged
# weights:  72 (46 variable)
initial  value 549.306144 
iter  10 value 477.126518
iter  20 value 435.756050
iter  30 value 417.139266
iter  40 value 384.508532
iter  50 value 381.601562
final  value 381.493252 
converged
# weights:  72 (46 variable)
initial  value 549.306144 
iter  10 value 476.237952
iter  20 value 433.113409
iter  30 value 403.826537
iter  40 value 381.557635
iter  50 value 375.472337
final  value 375.470413 
converged
# weights:  72 (46 variable)
initial  value 549.306144 
iter  10 value 475.178211
iter  20 value 433.289006
iter  30 value 401.156976
iter  40 value 381.460691
iter  50 value 375.763301
final  value 375.755552 
converged
# weights:  72 (46 variable)
initial  value 549.306144 
iter  10 value 474.278946
iter  20 value 434.363505
iter  30 value 405.355990
iter  40 value 382.063830
iter  50 value 374.966522
final  value 374.954817 
converged
# weights:  72 (46 variable)
initial  value 549.306144 
iter  10 value 475.772980
iter  20 value 432.445773
iter  30 value 405.877523
iter  40 value 380.193750
iter  50 value 375.315969
final  value 375.310389 
converged
# weights:  72 (46 variable)
initial  value 549.306144 
iter  10 value 477.613134
iter  20 value 435.526430
iter  30 value 398.416664
iter  40 value 384.238881
iter  50 value 375.752735
final  value 375.736390 
converged
# weights:  72 (46 variable)
initial  value 549.306144 
iter  10 value 474.672724
iter  20 value 437.448403
iter  30 value 407.782380
iter  40 value 380.813126
iter  50 value 375.373331
final  value 375.354336 
converged
# weights:  72 (46 variable)
initial  value 549.306144 
iter  10 value 478.440321
iter  20 value 438.688879
iter  30 value 417.632586
iter  40 value 393.697792
iter  50 value 387.667692
final  value 387.660022 
converged
# weights:  72 (46 variable)
initial  value 549.306144 
iter  10 value 484.989851
iter  20 value 445.594149
iter  30 value 426.507409
iter  40 value 403.869549
iter  50 value 399.510848
final  value 399.506804 
converged
# weights:  72 (46 variable)
initial  value 549.306144 
iter  10 value 479.158343
iter  20 value 437.401642
iter  30 value 414.301040
iter  40 value 391.525493
iter  50 value 386.769926
final  value 386.760804 
converged
# weights:  72 (46 variable)
initial  value 549.306144 
iter  10 value 479.453554
iter  20 value 438.550530
iter  30 value 415.712170
iter  40 value 391.259295
iter  50 value 387.774823
final  value 387.767079 
converged
# weights:  72 (46 variable)
initial  value 549.306144 
iter  10 value 484.236166
iter  20 value 445.267175
iter  30 value 423.881015
iter  40 value 399.065325
iter  50 value 395.343617
final  value 395.335334 
converged
# weights:  78 (50 variable)
initial  value 549.306144 
iter  10 value 470.570307
iter  20 value 426.796206
iter  30 value 410.483327
iter  40 value 380.827801
iter  50 value 373.735580
final  value 373.115925 
converged
# weights:  78 (50 variable)
initial  value 549.306144 
iter  10 value 475.785342
iter  20 value 432.354288
iter  30 value 415.409134
iter  40 value 380.703626
iter  50 value 373.921858
final  value 373.106692 
converged
# weights:  78 (50 variable)
initial  value 549.306144 
iter  10 value 470.566767
iter  20 value 425.545448
iter  30 value 406.128977
iter  40 value 381.024492
iter  50 value 373.782448
final  value 373.065303 
converged
# weights:  78 (50 variable)
initial  value 549.306144 
iter  10 value 469.300276
iter  20 value 425.760472
iter  30 value 409.367033
iter  40 value 380.461443
iter  50 value 374.143355
final  value 373.381103 
converged
# weights:  78 (50 variable)
initial  value 549.306144 
iter  10 value 468.077297
iter  20 value 425.653521
iter  30 value 407.691384
iter  40 value 384.000050
iter  50 value 374.465958
final  value 373.254253 
converged
# weights:  78 (50 variable)
initial  value 549.306144 
iter  10 value 471.331343
iter  20 value 428.147181
iter  30 value 408.527841
iter  40 value 380.670318
iter  50 value 373.919199
final  value 373.449725 
converged
# weights:  78 (50 variable)
initial  value 549.306144 
iter  10 value 474.543304
iter  20 value 434.118403
iter  30 value 415.575575
iter  40 value 380.808545
iter  50 value 374.470826
final  value 373.588374 
converged
# weights:  78 (50 variable)
initial  value 549.306144 
iter  10 value 475.511523
iter  20 value 438.511927
iter  30 value 412.542751
iter  40 value 381.287867
iter  50 value 373.430122
final  value 372.967096 
converged
# weights:  78 (50 variable)
initial  value 549.306144 
iter  10 value 474.761146
iter  20 value 436.694664
iter  30 value 413.525810
iter  40 value 380.375991
iter  50 value 373.501670
final  value 373.138206 
converged
# weights:  78 (50 variable)
initial  value 549.306144 
iter  10 value 472.332661
iter  20 value 428.004612
iter  30 value 405.183428
iter  40 value 381.200256
iter  50 value 374.060440
final  value 373.421014 
converged
# weights:  78 (50 variable)
initial  value 549.306144 
iter  10 value 469.325617
iter  20 value 425.211049
iter  30 value 401.857385
iter  40 value 379.846517
iter  50 value 373.299137
final  value 372.430419 
converged
# weights:  78 (50 variable)
initial  value 549.306144 
iter  10 value 471.761028
iter  20 value 432.406088
iter  30 value 417.409144
iter  40 value 380.375613
iter  50 value 374.116058
final  value 373.612622 
converged
# weights:  78 (50 variable)
initial  value 549.306144 
iter  10 value 474.930231
iter  20 value 432.928768
iter  30 value 414.058120
iter  40 value 380.438297
iter  50 value 374.237183
final  value 373.140323 
converged
# weights:  78 (50 variable)
initial  value 549.306144 
iter  10 value 475.127786
iter  20 value 432.986649
iter  30 value 405.997952
iter  40 value 382.381380
iter  50 value 373.885237
final  value 373.406852 
converged
# weights:  78 (50 variable)
initial  value 549.306144 
iter  10 value 474.858265
iter  20 value 431.347337
iter  30 value 410.022030
iter  40 value 380.392483
iter  50 value 373.677210
final  value 372.992032 
converged
# weights:  78 (50 variable)
initial  value 549.306144 
iter  10 value 475.791493
iter  20 value 432.407749
iter  30 value 408.020967
iter  40 value 378.847506
iter  50 value 373.616186
final  value 373.004783 
converged
# weights:  78 (50 variable)
initial  value 549.306144 
iter  10 value 473.928905
iter  20 value 434.058025
iter  30 value 421.163502
iter  40 value 379.804322
iter  50 value 373.078796
final  value 372.407526 
converged
# weights:  78 (50 variable)
initial  value 549.306144 
iter  10 value 474.370835
iter  20 value 431.316371
iter  30 value 407.971112
iter  40 value 383.859876
iter  50 value 373.525172
final  value 372.910662 
converged
# weights:  78 (50 variable)
initial  value 549.306144 
iter  10 value 474.765671
iter  20 value 431.865914
iter  30 value 415.258564
iter  40 value 380.641954
iter  50 value 374.188726
final  value 373.505926 
converged
# weights:  78 (50 variable)
initial  value 549.306144 
iter  10 value 476.051625
iter  20 value 431.966541
iter  30 value 404.391348
iter  40 value 380.460182
iter  50 value 374.138080
final  value 373.049471 
converged
# weights:  78 (50 variable)
initial  value 549.306144 
iter  10 value 473.577228
iter  20 value 431.551709
iter  30 value 410.606941
iter  40 value 385.910703
iter  50 value 374.298068
final  value 373.084783 
converged
# weights:  78 (50 variable)
initial  value 549.306144 
iter  10 value 475.185848
iter  20 value 431.603782
iter  30 value 408.164345
iter  40 value 379.195617
iter  50 value 373.988257
final  value 373.310006 
converged
# weights:  78 (50 variable)
initial  value 549.306144 
iter  10 value 475.001451
iter  20 value 432.578370
iter  30 value 406.143681
iter  40 value 378.262537
iter  50 value 373.932535
final  value 373.331122 
converged
# weights:  78 (50 variable)
initial  value 549.306144 
iter  10 value 478.483233
iter  20 value 434.389235
iter  30 value 408.303233
iter  40 value 383.208773
iter  50 value 373.872052
final  value 373.428670 
converged
# weights:  78 (50 variable)
initial  value 549.306144 
iter  10 value 474.847352
iter  20 value 434.872610
iter  30 value 411.014321
iter  40 value 381.013561
iter  50 value 373.884199
final  value 373.016082 
converged
# weights:  78 (50 variable)
initial  value 549.306144 
iter  10 value 475.269391
iter  20 value 436.164289
iter  30 value 409.978098
iter  40 value 380.985423
iter  50 value 373.690508
final  value 373.241242 
converged
# weights:  78 (50 variable)
initial  value 549.306144 
iter  10 value 474.913722
iter  20 value 431.080946
iter  30 value 409.138756
iter  40 value 378.805720
iter  50 value 373.389720
final  value 373.031505 
converged
# weights:  72 (46 variable)
initial  value 549.306144 
iter  10 value 474.278946
iter  20 value 434.363505
iter  30 value 405.355990
iter  40 value 382.063830
iter  50 value 374.966522
final  value 374.954817 
converged
# weights:  69 (44 variable)
initial  value 549.306144 
iter  10 value 488.198433
iter  20 value 436.511455
iter  30 value 392.777872
iter  40 value 379.175419
iter  50 value 376.537587
final  value 376.537534 
converged
# weights:  69 (44 variable)
initial  value 549.306144 
iter  10 value 478.630136
iter  20 value 437.088718
iter  30 value 398.852940
iter  40 value 381.563137
iter  50 value 376.460651
final  value 376.460575 
converged
# weights:  69 (44 variable)
initial  value 549.306144 
iter  10 value 474.664751
iter  20 value 441.200740
iter  30 value 401.457816
iter  40 value 383.026925
iter  50 value 377.238271
final  value 377.238212 
converged
# weights:  69 (44 variable)
initial  value 549.306144 
iter  10 value 479.754897
iter  20 value 443.411478
iter  30 value 405.985448
iter  40 value 381.469651
iter  50 value 378.588338
final  value 378.588329 
converged
# weights:  69 (44 variable)
initial  value 549.306144 
iter  10 value 475.244092
iter  20 value 435.573357
iter  30 value 395.083616
iter  40 value 380.165886
iter  50 value 376.438100
final  value 376.438018 
converged
# weights:  69 (44 variable)
initial  value 549.306144 
iter  10 value 474.208576
iter  20 value 433.611819
iter  30 value 398.523563
iter  40 value 380.244839
iter  50 value 376.901788
final  value 376.901772 
converged
# weights:  69 (44 variable)
initial  value 549.306144 
iter  10 value 475.621697
iter  20 value 436.614167
iter  30 value 400.402014
iter  40 value 382.029860
iter  50 value 378.283531
final  value 378.283331 
converged
# weights:  69 (44 variable)
initial  value 549.306144 
iter  10 value 475.605222
iter  20 value 435.185721
iter  30 value 396.738510
iter  40 value 384.119114
iter  50 value 376.782548
final  value 376.781999 
converged
# weights:  69 (44 variable)
initial  value 549.306144 
iter  10 value 474.674831
iter  20 value 435.130919
iter  30 value 396.842252
iter  40 value 379.879601
iter  50 value 376.314488
final  value 376.314144 
converged
# weights:  69 (44 variable)
initial  value 549.306144 
iter  10 value 476.825101
iter  20 value 435.722115
iter  30 value 396.757878
iter  40 value 380.472307
iter  50 value 376.283710
final  value 376.283482 
converged
# weights:  69 (44 variable)
initial  value 549.306144 
iter  10 value 474.462907
iter  20 value 436.219261
iter  30 value 395.432980
iter  40 value 386.326984
iter  50 value 380.283796
final  value 380.283634 
converged
# weights:  69 (44 variable)
initial  value 549.306144 
iter  10 value 476.488231
iter  20 value 441.316109
iter  30 value 410.879571
iter  40 value 387.953430
iter  50 value 383.745449
final  value 383.743508 
converged
# weights:  69 (44 variable)
initial  value 549.306144 
iter  10 value 475.663580
iter  20 value 435.301356
iter  30 value 400.915875
iter  40 value 384.502407
iter  50 value 376.784189
final  value 376.783840 
converged
# weights:  69 (44 variable)
initial  value 549.306144 
iter  10 value 474.886862
iter  20 value 435.909331
iter  30 value 396.081988
iter  40 value 381.724230
iter  50 value 376.937670
final  value 376.937548 
converged
# weights:  69 (44 variable)
initial  value 549.306144 
iter  10 value 474.938293
iter  20 value 438.423630
iter  30 value 399.704031
iter  40 value 384.895593
iter  50 value 376.729136
final  value 376.728920 
converged
# weights:  69 (44 variable)
initial  value 549.306144 
iter  10 value 476.511145
iter  20 value 435.820531
iter  30 value 399.441484
iter  40 value 384.143004
iter  50 value 376.833082
final  value 376.832422 
converged
# weights:  69 (44 variable)
initial  value 549.306144 
iter  10 value 476.214285
iter  20 value 435.171754
iter  30 value 392.437629
iter  40 value 378.153974
iter  50 value 376.722770
final  value 376.722642 
converged
# weights:  69 (44 variable)
initial  value 549.306144 
iter  10 value 477.950618
iter  20 value 441.240258
iter  30 value 415.384671
iter  40 value 394.621151
iter  50 value 389.401375
final  value 389.401188 
converged
# weights:  69 (44 variable)
initial  value 549.306144 
iter  10 value 484.013911
iter  20 value 448.514764
iter  30 value 422.984367
iter  40 value 408.375599
iter  50 value 400.984998
final  value 400.984794 
converged
# weights:  69 (44 variable)
initial  value 549.306144 
iter  10 value 480.998404
iter  20 value 442.631511
iter  30 value 410.118229
iter  40 value 390.788166
iter  50 value 387.851457
final  value 387.851209 
converged
# weights:  69 (44 variable)
initial  value 549.306144 
iter  10 value 479.643034
iter  20 value 444.341700
iter  30 value 410.623015
iter  40 value 392.688883
iter  50 value 388.996823
final  value 388.996738 
converged
# weights:  69 (44 variable)
initial  value 549.306144 
iter  10 value 482.754836
iter  20 value 447.241601
iter  30 value 411.323004
iter  40 value 400.416779
iter  50 value 397.343882
final  value 397.343638 
converged
# weights:  75 (48 variable)
initial  value 549.306144 
iter  10 value 470.453784
iter  20 value 428.889569
iter  30 value 410.989494
iter  40 value 383.369391
iter  50 value 374.879239
final  value 374.505304 
converged
# weights:  75 (48 variable)
initial  value 549.306144 
iter  10 value 490.978311
iter  20 value 445.949318
iter  30 value 398.971272
iter  40 value 383.517312
iter  50 value 374.765848
final  value 374.406796 
converged
# weights:  75 (48 variable)
initial  value 549.306144 
iter  10 value 488.059400
iter  20 value 436.511696
iter  30 value 405.394232
iter  40 value 381.012091
iter  50 value 374.752855
final  value 374.267173 
converged
# weights:  75 (48 variable)
initial  value 549.306144 
iter  10 value 472.175695
iter  20 value 428.298275
iter  30 value 413.170433
iter  40 value 384.568932
iter  50 value 374.817922
final  value 374.725194 
converged
# weights:  75 (48 variable)
initial  value 549.306144 
iter  10 value 467.756842
iter  20 value 428.610649
iter  30 value 405.367326
iter  40 value 382.066871
iter  50 value 375.094023
final  value 374.556400 
converged
# weights:  75 (48 variable)
initial  value 549.306144 
iter  10 value 490.776551
iter  20 value 444.731666
iter  30 value 408.923814
iter  40 value 380.838900
iter  50 value 375.179818
final  value 374.745536 
converged
# weights:  75 (48 variable)
initial  value 549.306144 
iter  10 value 467.381978
iter  20 value 427.548467
iter  30 value 407.216710
iter  40 value 381.312479
iter  50 value 375.120292
final  value 374.901134 
converged
# weights:  75 (48 variable)
initial  value 549.306144 
iter  10 value 472.199944
iter  20 value 429.759461
iter  30 value 404.288572
iter  40 value 381.675651
iter  50 value 374.677648
final  value 374.359417 
converged
# weights:  75 (48 variable)
initial  value 549.306144 
iter  10 value 472.488183
iter  20 value 430.873534
iter  30 value 409.719404
iter  40 value 386.776400
iter  50 value 374.980605
final  value 374.471828 
converged
# weights:  75 (48 variable)
initial  value 549.306144 
iter  10 value 471.554903
iter  20 value 431.374918
iter  30 value 410.379469
iter  40 value 382.297843
iter  50 value 374.796073
final  value 374.707333 
converged
# weights:  75 (48 variable)
initial  value 549.306144 
iter  10 value 468.875804
iter  20 value 427.309520
iter  30 value 405.890796
iter  40 value 382.938063
iter  50 value 373.901488
final  value 373.738465 
converged
# weights:  75 (48 variable)
initial  value 549.306144 
iter  10 value 468.496785
iter  20 value 428.140081
iter  30 value 402.822915
iter  40 value 380.451139
iter  50 value 375.184259
final  value 374.921987 
converged
# weights:  75 (48 variable)
initial  value 549.306144 
iter  10 value 470.753294
iter  20 value 429.707897
iter  30 value 409.742890
iter  40 value 381.160245
iter  50 value 374.786107
final  value 374.583502 
converged
# weights:  75 (48 variable)
initial  value 549.306144 
iter  10 value 474.112548
iter  20 value 433.888686
iter  30 value 399.653797
iter  40 value 382.389184
iter  50 value 374.934877
final  value 374.691488 
converged
# weights:  75 (48 variable)
initial  value 549.306144 
iter  10 value 474.070097
iter  20 value 434.156425
iter  30 value 406.195374
iter  40 value 385.970913
iter  50 value 374.741393
final  value 374.420604 
converged
# weights:  75 (48 variable)
initial  value 549.306144 
iter  10 value 474.526564
iter  20 value 433.779754
iter  30 value 404.764344
iter  40 value 380.062342
iter  50 value 374.639415
final  value 374.349299 
converged
# weights:  75 (48 variable)
initial  value 549.306144 
iter  10 value 473.500351
iter  20 value 433.994544
iter  30 value 410.942607
iter  40 value 379.666261
iter  50 value 374.024442
final  value 373.753149 
converged
# weights:  75 (48 variable)
initial  value 549.306144 
iter  10 value 473.923251
iter  20 value 432.938883
iter  30 value 408.468625
iter  40 value 380.680196
iter  50 value 374.673970
final  value 374.357654 
converged
# weights:  75 (48 variable)
initial  value 549.306144 
iter  10 value 474.042959
iter  20 value 433.668435
iter  30 value 405.074839
iter  40 value 382.819149
iter  50 value 375.678196
final  value 374.857971 
converged
# weights:  75 (48 variable)
initial  value 549.306144 
iter  10 value 476.565267
iter  20 value 437.442489
iter  30 value 401.515911
iter  40 value 380.535061
iter  50 value 374.980471
final  value 374.403354 
converged
# weights:  75 (48 variable)
initial  value 549.306144 
iter  10 value 475.063289
iter  20 value 431.973578
iter  30 value 411.070271
iter  40 value 380.972696
iter  50 value 374.250676
final  value 373.625487 
converged
# weights:  75 (48 variable)
initial  value 549.306144 
iter  10 value 472.961146
iter  20 value 436.968767
iter  30 value 401.202543
iter  40 value 385.357465
iter  50 value 374.980916
final  value 374.365201 
converged
# weights:  75 (48 variable)
initial  value 549.306144 
iter  10 value 474.065293
iter  20 value 435.216467
iter  30 value 408.466874
iter  40 value 379.518655
iter  50 value 374.966731
final  value 374.544393 
converged
# weights:  75 (48 variable)
initial  value 549.306144 
iter  10 value 474.310717
iter  20 value 434.096920
iter  30 value 405.252134
iter  40 value 382.131207
iter  50 value 375.066943
final  value 374.687632 
converged
# weights:  75 (48 variable)
initial  value 549.306144 
iter  10 value 473.901793
iter  20 value 432.692523
iter  30 value 411.524827
iter  40 value 380.680675
iter  50 value 375.093200
final  value 374.739458 
converged
# weights:  75 (48 variable)
initial  value 549.306144 
iter  10 value 473.574241
iter  20 value 433.552343
iter  30 value 407.071652
iter  40 value 381.201137
iter  50 value 374.462512
final  value 374.191709 
converged
# weights:  75 (48 variable)
initial  value 549.306144 
iter  10 value 473.788217
iter  20 value 433.148982
iter  30 value 407.578424
iter  40 value 381.656555
iter  50 value 375.120323
final  value 374.618910 
converged
# weights:  75 (48 variable)
initial  value 549.306144 
iter  10 value 474.238715
iter  20 value 434.468675
iter  30 value 416.606467
iter  40 value 381.429293
iter  50 value 374.634942
final  value 374.287284 
converged
# weights:  69 (44 variable)
initial  value 549.306144 
iter  10 value 476.825101
iter  20 value 435.722115
iter  30 value 396.757878
iter  40 value 380.472307
iter  50 value 376.283710
final  value 376.283482 
converged
# weights:  66 (42 variable)
initial  value 549.306144 
iter  10 value 490.399168
iter  20 value 436.659952
iter  30 value 390.966756
iter  40 value 380.214661
iter  50 value 377.962721
iter  50 value 377.962719
iter  50 value 377.962719
final  value 377.962719 
converged
# weights:  66 (42 variable)
initial  value 549.306144 
iter  10 value 478.622950
iter  20 value 437.629181
iter  30 value 395.367437
iter  40 value 380.636341
iter  50 value 377.774655
iter  50 value 377.774652
iter  50 value 377.774652
final  value 377.774652 
converged
# weights:  66 (42 variable)
initial  value 549.306144 
iter  10 value 474.570570
iter  20 value 436.970117
iter  30 value 392.521281
iter  40 value 381.092584
final  value 378.442345 
converged
# weights:  66 (42 variable)
initial  value 549.306144 
iter  10 value 481.695395
iter  20 value 445.066707
iter  30 value 406.013135
iter  40 value 381.505318
iter  50 value 379.962868
iter  50 value 379.962865
iter  50 value 379.962865
final  value 379.962865 
converged
# weights:  66 (42 variable)
initial  value 549.306144 
iter  10 value 477.328111
iter  20 value 436.999224
iter  30 value 397.666579
iter  40 value 381.987957
final  value 377.782331 
converged
# weights:  66 (42 variable)
initial  value 549.306144 
iter  10 value 476.054679
iter  20 value 435.321885
iter  30 value 400.026548
iter  40 value 380.566293
iter  50 value 378.117433
iter  50 value 378.117431
iter  50 value 378.117431
final  value 378.117431 
converged
# weights:  66 (42 variable)
initial  value 549.306144 
iter  10 value 477.189006
iter  20 value 442.485654
iter  30 value 396.830094
iter  40 value 381.627907
iter  50 value 379.508759
final  value 379.508754 
converged
# weights:  66 (42 variable)
initial  value 549.306144 
iter  10 value 476.254948
iter  20 value 437.424878
iter  30 value 392.656130
iter  40 value 381.424665
iter  50 value 378.120621
final  value 378.120616 
converged
# weights:  66 (42 variable)
initial  value 549.306144 
iter  10 value 477.244376
iter  20 value 437.049573
iter  30 value 393.322396
iter  40 value 379.731962
iter  50 value 377.671118
iter  50 value 377.671114
iter  50 value 377.671114
final  value 377.671114 
converged
# weights:  66 (42 variable)
initial  value 549.306144 
iter  10 value 477.007734
iter  20 value 437.624786
iter  30 value 402.466398
iter  40 value 384.212927
iter  50 value 381.513559
iter  50 value 381.513558
iter  50 value 381.513558
final  value 381.513558 
converged
# weights:  66 (42 variable)
initial  value 549.306144 
iter  10 value 477.467479
iter  20 value 441.165191
iter  30 value 405.853316
iter  40 value 388.695709
iter  50 value 385.371412
final  value 385.371365 
converged
# weights:  66 (42 variable)
initial  value 549.306144 
iter  10 value 475.957323
iter  20 value 436.256821
iter  30 value 394.907240
iter  40 value 379.326286
iter  50 value 377.575410
iter  50 value 377.575408
iter  50 value 377.575408
final  value 377.575408 
converged
# weights:  66 (42 variable)
initial  value 549.306144 
iter  10 value 475.429615
iter  20 value 437.719729
iter  30 value 392.267185
iter  40 value 379.953222
iter  50 value 378.147565
iter  50 value 378.147564
iter  50 value 378.147564
final  value 378.147564 
converged
# weights:  66 (42 variable)
initial  value 549.306144 
iter  10 value 477.209689
iter  20 value 436.902922
iter  30 value 391.713789
iter  40 value 380.204491
iter  50 value 377.792304
iter  50 value 377.792302
iter  50 value 377.792302
final  value 377.792302 
converged
# weights:  66 (42 variable)
initial  value 549.306144 
iter  10 value 477.327368
iter  20 value 435.781460
iter  30 value 395.711923
iter  40 value 380.574702
iter  50 value 378.125278
final  value 378.125273 
converged
# weights:  66 (42 variable)
initial  value 549.306144 
iter  10 value 476.517482
iter  20 value 436.118563
iter  30 value 398.666656
iter  40 value 379.950987
iter  50 value 377.500023
iter  50 value 377.500019
iter  50 value 377.500019
final  value 377.500019 
converged
# weights:  66 (42 variable)
initial  value 549.306144 
iter  10 value 480.332974
iter  20 value 442.929135
iter  30 value 406.261367
iter  40 value 392.563387
iter  50 value 391.424507
iter  50 value 391.424506
iter  50 value 391.424506
final  value 391.424506 
converged
# weights:  66 (42 variable)
initial  value 549.306144 
iter  10 value 485.772987
iter  20 value 451.130302
iter  30 value 419.334295
iter  40 value 403.975498
iter  50 value 402.143087
iter  50 value 402.143087
iter  50 value 402.143087
final  value 402.143087 
converged
# weights:  66 (42 variable)
initial  value 549.306144 
iter  10 value 480.903146
iter  20 value 442.477889
iter  30 value 402.691872
iter  40 value 390.871907
iter  50 value 389.121084
iter  50 value 389.121084
iter  50 value 389.121084
final  value 389.121084 
converged
# weights:  66 (42 variable)
initial  value 549.306144 
iter  10 value 479.858245
iter  20 value 441.802608
iter  30 value 404.541439
iter  40 value 392.036285
iter  50 value 390.469918
iter  50 value 390.469916
iter  50 value 390.469916
final  value 390.469916 
converged
# weights:  66 (42 variable)
initial  value 549.306144 
iter  10 value 482.642401
iter  20 value 446.534494
iter  30 value 408.471145
iter  40 value 399.982196
iter  50 value 398.658183
iter  50 value 398.658183
iter  50 value 398.658183
final  value 398.658183 
converged
# weights:  72 (46 variable)
initial  value 549.306144 
iter  10 value 470.686929
iter  20 value 429.652782
iter  30 value 402.487487
iter  40 value 381.606043
iter  50 value 375.706862
final  value 375.696346 
converged
# weights:  72 (46 variable)
initial  value 549.306144 
iter  10 value 492.365041
iter  20 value 435.900075
iter  30 value 396.663342
iter  40 value 383.444125
iter  50 value 375.743516
final  value 375.692944 
converged
# weights:  72 (46 variable)
initial  value 549.306144 
iter  10 value 492.787072
iter  20 value 437.327704
iter  30 value 397.758057
iter  40 value 380.971521
iter  50 value 375.412276
final  value 375.384430 
converged
# weights:  72 (46 variable)
initial  value 549.306144 
iter  10 value 469.276789
iter  20 value 428.055865
iter  30 value 405.115886
iter  40 value 382.174521
iter  50 value 375.993388
final  value 375.989881 
converged
# weights:  72 (46 variable)
initial  value 549.306144 
iter  10 value 467.851178
iter  20 value 428.389670
iter  30 value 401.958907
iter  40 value 382.790159
iter  50 value 375.928530
final  value 375.924005 
converged
# weights:  72 (46 variable)
initial  value 549.306144 
iter  10 value 493.878043
iter  20 value 436.767457
iter  30 value 392.188635
iter  40 value 379.706297
iter  50 value 376.095929
final  value 376.078410 
converged
# weights:  72 (46 variable)
initial  value 549.306144 
iter  10 value 469.319586
iter  20 value 428.844287
iter  30 value 399.413068
iter  40 value 383.154068
iter  50 value 376.225047
final  value 376.216410 
converged
# weights:  72 (46 variable)
initial  value 549.306144 
iter  10 value 474.370379
iter  20 value 431.866609
iter  30 value 408.148293
iter  40 value 383.157561
iter  50 value 375.668902
final  value 375.655124 
converged
# weights:  72 (46 variable)
initial  value 549.306144 
iter  10 value 472.835599
iter  20 value 430.377341
iter  30 value 399.644060
iter  40 value 380.631942
iter  50 value 375.684270
final  value 375.673103 
converged
# weights:  72 (46 variable)
initial  value 549.306144 
iter  10 value 471.746564
iter  20 value 430.073771
iter  30 value 403.414634
iter  40 value 382.362341
iter  50 value 376.033146
final  value 376.024526 
converged
# weights:  72 (46 variable)
initial  value 549.306144 
iter  10 value 468.920683
iter  20 value 427.425626
iter  30 value 398.285653
iter  40 value 379.756151
iter  50 value 375.016360
final  value 375.011848 
converged
# weights:  72 (46 variable)
initial  value 549.306144 
iter  10 value 470.238936
iter  20 value 429.677410
iter  30 value 408.011960
iter  40 value 386.569075
iter  50 value 376.273746
final  value 376.257156 
converged
# weights:  72 (46 variable)
initial  value 549.306144 
iter  10 value 471.034164
iter  20 value 429.658993
iter  30 value 399.601094
iter  40 value 381.395604
iter  50 value 376.020053
final  value 376.011638 
converged
# weights:  72 (46 variable)
initial  value 549.306144 
iter  10 value 475.253696
iter  20 value 434.100242
iter  30 value 402.705265
iter  40 value 384.266067
iter  50 value 376.137709
final  value 376.126216 
converged
# weights:  72 (46 variable)
initial  value 549.306144 
iter  10 value 476.646760
iter  20 value 438.414132
iter  30 value 400.506675
iter  40 value 381.108950
iter  50 value 375.776423
final  value 375.762955 
converged
# weights:  72 (46 variable)
initial  value 549.306144 
iter  10 value 476.657424
iter  20 value 435.484864
iter  30 value 407.211301
iter  40 value 380.328232
iter  50 value 375.736058
final  value 375.727348 
converged
# weights:  72 (46 variable)
initial  value 549.306144 
iter  10 value 474.278946
iter  20 value 434.363505
iter  30 value 405.355990
iter  40 value 382.063830
iter  50 value 374.966522
final  value 374.954817 
converged
# weights:  72 (46 variable)
initial  value 549.306144 
iter  10 value 474.800358
iter  20 value 434.067685
iter  30 value 408.571082
iter  40 value 382.354395
iter  50 value 375.199587
final  value 375.186732 
converged
# weights:  72 (46 variable)
initial  value 549.306144 
iter  10 value 474.553868
iter  20 value 433.472037
iter  30 value 411.171256
iter  40 value 384.602334
iter  50 value 375.883033
final  value 375.868412 
converged
# weights:  72 (46 variable)
initial  value 549.306144 
iter  10 value 476.495839
iter  20 value 435.095425
iter  30 value 403.733773
iter  40 value 381.670390
iter  50 value 376.250315
final  value 376.237513 
converged
# weights:  72 (46 variable)
initial  value 549.306144 
iter  10 value 476.854847
iter  20 value 434.785293
iter  30 value 401.082472
iter  40 value 383.295989
iter  50 value 375.816114
final  value 375.807739 
converged
# weights:  72 (46 variable)
initial  value 549.306144 
iter  10 value 476.645306
iter  20 value 433.005864
iter  30 value 408.590773
iter  40 value 380.475902
iter  50 value 375.062088
final  value 375.048678 
converged
# weights:  72 (46 variable)
initial  value 549.306144 
iter  10 value 475.369018
iter  20 value 437.492252
iter  30 value 395.825194
iter  40 value 386.721280
iter  50 value 375.626680
final  value 375.618036 
converged
# weights:  72 (46 variable)
initial  value 549.306144 
iter  10 value 476.449937
iter  20 value 438.561353
iter  30 value 402.981500
iter  40 value 382.137202
iter  50 value 375.855214
final  value 375.852315 
converged
# weights:  72 (46 variable)
initial  value 549.306144 
iter  10 value 474.995030
iter  20 value 434.056179
iter  30 value 403.436777
iter  40 value 384.490280
iter  50 value 376.178536
final  value 376.164215 
converged
# weights:  72 (46 variable)
initial  value 549.306144 
iter  10 value 476.488668
iter  20 value 437.415492
iter  30 value 402.911587
iter  40 value 383.165747
iter  50 value 376.075007
final  value 376.064817 
converged
# weights:  72 (46 variable)
initial  value 549.306144 
iter  10 value 475.753373
iter  20 value 434.926387
iter  30 value 402.444716
iter  40 value 380.875626
iter  50 value 375.694740
final  value 375.689488 
converged
# weights:  72 (46 variable)
initial  value 549.306144 
iter  10 value 474.729767
iter  20 value 433.980687
iter  30 value 403.614349
iter  40 value 384.817860
iter  50 value 375.990636
final  value 375.977907 
converged
# weights:  72 (46 variable)
initial  value 549.306144 
iter  10 value 476.572162
iter  20 value 437.293392
iter  30 value 406.174656
iter  40 value 381.017021
iter  50 value 375.696470
final  value 375.690511 
converged
# weights:  66 (42 variable)
initial  value 549.306144 
iter  10 value 476.517482
iter  20 value 436.118563
iter  30 value 398.666656
iter  40 value 379.950987
iter  50 value 377.500023
iter  50 value 377.500019
iter  50 value 377.500019
final  value 377.500019 
converged
# weights:  63 (40 variable)
initial  value 549.306144 
iter  10 value 487.097348
iter  20 value 437.737967
iter  30 value 400.511130
iter  40 value 380.419179
final  value 379.068776 
converged
# weights:  63 (40 variable)
initial  value 549.306144 
iter  10 value 476.764308
iter  20 value 434.838867
iter  30 value 395.183580
iter  40 value 381.488993
final  value 379.209962 
converged
# weights:  63 (40 variable)
initial  value 549.306144 
iter  10 value 476.884630
iter  20 value 439.540608
iter  30 value 393.488239
iter  40 value 381.655243
final  value 379.738715 
converged
# weights:  63 (40 variable)
initial  value 549.306144 
iter  10 value 480.042333
iter  20 value 443.191467
iter  30 value 405.402983
iter  40 value 384.996670
final  value 380.966944 
converged
# weights:  63 (40 variable)
initial  value 549.306144 
iter  10 value 477.120943
iter  20 value 440.945545
iter  30 value 396.317754
iter  40 value 381.001166
final  value 379.034003 
converged
# weights:  63 (40 variable)
initial  value 549.306144 
iter  10 value 476.578808
iter  20 value 438.927563
iter  30 value 398.967458
iter  40 value 381.449598
final  value 379.361834 
converged
# weights:  63 (40 variable)
initial  value 549.306144 
iter  10 value 477.600568
iter  20 value 439.894890
iter  30 value 397.154941
iter  40 value 381.958446
final  value 380.702329 
converged
# weights:  63 (40 variable)
initial  value 549.306144 
iter  10 value 474.346412
iter  20 value 436.922876
iter  30 value 393.359501
iter  40 value 380.482003
final  value 379.267629 
converged
# weights:  63 (40 variable)
initial  value 549.306144 
iter  10 value 476.292401
iter  20 value 438.533755
iter  30 value 397.885591
iter  40 value 382.327370
final  value 378.954277 
converged
# weights:  63 (40 variable)
initial  value 549.306144 
iter  10 value 476.730548
iter  20 value 438.028358
iter  30 value 412.444901
iter  40 value 384.544571
final  value 382.606228 
converged
# weights:  63 (40 variable)
initial  value 549.306144 
iter  10 value 479.463393
iter  20 value 440.249311
iter  30 value 408.187404
iter  40 value 390.211625
iter  50 value 386.306504
iter  50 value 386.306503
iter  50 value 386.306503
final  value 386.306503 
converged
# weights:  63 (40 variable)
initial  value 549.306144 
iter  10 value 476.796751
iter  20 value 438.830687
iter  30 value 399.517385
iter  40 value 380.790518
final  value 379.049570 
converged
# weights:  63 (40 variable)
initial  value 549.306144 
iter  10 value 477.068293
iter  20 value 440.424551
iter  30 value 391.821543
iter  40 value 381.917470
final  value 379.354953 
converged
# weights:  63 (40 variable)
initial  value 549.306144 
iter  10 value 477.136336
iter  20 value 436.768056
iter  30 value 394.855975
iter  40 value 380.566842
final  value 378.933482 
converged
# weights:  63 (40 variable)
initial  value 549.306144 
iter  10 value 478.921058
iter  20 value 438.179686
iter  30 value 396.444475
iter  40 value 381.031460
final  value 379.088651 
converged
# weights:  63 (40 variable)
initial  value 549.306144 
iter  10 value 479.399425
iter  20 value 442.537332
iter  30 value 402.412383
iter  40 value 393.552927
final  value 392.772859 
converged
# weights:  63 (40 variable)
initial  value 549.306144 
iter  10 value 484.831551
iter  20 value 450.384924
iter  30 value 413.350098
iter  40 value 404.362797
final  value 403.478751 
converged
# weights:  63 (40 variable)
initial  value 549.306144 
iter  10 value 479.539117
iter  20 value 442.117184
iter  30 value 403.925311
iter  40 value 390.854134
final  value 390.388287 
converged
# weights:  63 (40 variable)
initial  value 549.306144 
iter  10 value 479.667028
iter  20 value 442.138834
iter  30 value 403.244312
iter  40 value 392.153066
final  value 391.446844 
converged
# weights:  63 (40 variable)
initial  value 549.306144 
iter  10 value 481.545878
iter  20 value 445.643569
iter  30 value 411.225886
iter  40 value 400.596563
final  value 400.038989 
converged
# weights:  69 (44 variable)
initial  value 549.306144 
iter  10 value 470.724250
iter  20 value 430.028374
iter  30 value 392.770726
iter  40 value 380.418761
iter  50 value 376.975441
final  value 376.975358 
converged
# weights:  69 (44 variable)
initial  value 549.306144 
iter  10 value 488.945197
iter  20 value 437.949501
iter  30 value 390.736561
iter  40 value 379.582022
iter  50 value 376.905966
final  value 376.905860 
converged
# weights:  69 (44 variable)
initial  value 549.306144 
iter  10 value 488.691640
iter  20 value 436.742303
iter  30 value 397.475834
iter  40 value 380.334713
iter  50 value 376.618746
final  value 376.618628 
converged
# weights:  69 (44 variable)
initial  value 549.306144 
iter  10 value 472.425685
iter  20 value 430.730175
iter  30 value 396.030702
iter  40 value 379.321207
iter  50 value 377.109614
final  value 377.109478 
converged
# weights:  69 (44 variable)
initial  value 549.306144 
iter  10 value 470.158090
iter  20 value 431.611727
iter  30 value 393.670061
iter  40 value 382.102757
iter  50 value 377.093290
final  value 377.092893 
converged
# weights:  69 (44 variable)
initial  value 549.306144 
iter  10 value 487.973099
iter  20 value 432.771949
iter  30 value 393.831681
iter  40 value 379.277586
iter  50 value 377.284405
final  value 377.284223 
converged
# weights:  69 (44 variable)
initial  value 549.306144 
iter  10 value 470.952570
iter  20 value 431.461369
iter  30 value 392.767483
iter  40 value 380.432197
iter  50 value 377.460039
final  value 377.459919 
converged
# weights:  69 (44 variable)
initial  value 549.306144 
iter  10 value 474.702201
iter  20 value 432.838477
iter  30 value 392.794759
iter  40 value 381.518431
iter  50 value 376.715090
final  value 376.714748 
converged
# weights:  69 (44 variable)
initial  value 549.306144 
iter  10 value 473.144718
iter  20 value 431.105045
iter  30 value 401.666806
iter  40 value 379.322618
iter  50 value 377.042697
final  value 377.042426 
converged
# weights:  69 (44 variable)
initial  value 549.306144 
iter  10 value 473.985396
iter  20 value 432.212895
iter  30 value 393.566184
iter  40 value 381.067607
iter  50 value 377.243630
final  value 377.243445 
converged
# weights:  69 (44 variable)
initial  value 549.306144 
iter  10 value 469.083621
iter  20 value 427.735885
iter  30 value 391.726967
iter  40 value 378.432475
iter  50 value 376.226592
final  value 376.226390 
converged
# weights:  69 (44 variable)
initial  value 549.306144 
iter  10 value 469.561653
iter  20 value 430.434227
iter  30 value 393.240141
iter  40 value 380.752860
iter  50 value 377.468560
final  value 377.468384 
converged
# weights:  69 (44 variable)
initial  value 549.306144 
iter  10 value 473.047555
iter  20 value 431.218220
iter  30 value 394.427284
iter  40 value 381.662917
iter  50 value 377.220437
final  value 377.220285 
converged
# weights:  69 (44 variable)
initial  value 549.306144 
iter  10 value 476.287934
iter  20 value 434.983637
iter  30 value 398.752372
iter  40 value 383.902605
iter  50 value 377.350662
final  value 377.350568 
converged
# weights:  69 (44 variable)
initial  value 549.306144 
iter  10 value 476.317788
iter  20 value 436.172806
iter  30 value 398.402921
iter  40 value 383.341951
iter  50 value 376.977092
final  value 376.976998 
converged
# weights:  69 (44 variable)
initial  value 549.306144 
iter  10 value 476.579789
iter  20 value 435.662280
iter  30 value 394.865382
iter  40 value 380.330057
iter  50 value 377.080237
final  value 377.080152 
converged
# weights:  69 (44 variable)
initial  value 549.306144 
iter  10 value 476.214285
iter  20 value 435.171754
iter  30 value 392.437629
iter  40 value 378.153974
iter  50 value 376.722770
final  value 376.722642 
converged
# weights:  69 (44 variable)
initial  value 549.306144 
iter  10 value 475.191637
iter  20 value 434.621716
iter  30 value 397.517716
iter  40 value 382.182772
iter  50 value 376.626060
final  value 376.625852 
converged
# weights:  69 (44 variable)
initial  value 549.306144 
iter  10 value 477.290901
iter  20 value 436.901955
iter  30 value 397.915762
iter  40 value 381.791363
iter  50 value 376.972882
final  value 376.972651 
converged
# weights:  69 (44 variable)
initial  value 549.306144 
iter  10 value 476.486419
iter  20 value 437.824931
iter  30 value 400.337468
iter  40 value 383.375410
iter  50 value 377.431077
final  value 377.430662 
converged
# weights:  69 (44 variable)
initial  value 549.306144 
iter  10 value 475.888714
iter  20 value 434.614468
iter  30 value 396.883494
iter  40 value 379.403218
iter  50 value 376.959975
final  value 376.959902 
converged
# weights:  69 (44 variable)
initial  value 549.306144 
iter  10 value 475.458355
iter  20 value 433.615098
iter  30 value 395.676816
iter  40 value 381.484522
iter  50 value 376.232103
final  value 376.231997 
converged
# weights:  69 (44 variable)
initial  value 549.306144 
iter  10 value 474.899011
iter  20 value 435.747475
iter  30 value 402.206664
iter  40 value 382.536112
iter  50 value 376.744553
final  value 376.744455 
converged
# weights:  69 (44 variable)
initial  value 549.306144 
iter  10 value 475.926361
iter  20 value 435.632001
iter  30 value 397.394714
iter  40 value 382.083834
iter  50 value 377.112570
final  value 377.112344 
converged
# weights:  69 (44 variable)
initial  value 549.306144 
iter  10 value 476.509469
iter  20 value 435.644999
iter  30 value 398.381699
iter  40 value 381.529890
iter  50 value 377.343268
final  value 377.343109 
converged
# weights:  69 (44 variable)
initial  value 549.306144 
iter  10 value 477.961839
iter  20 value 437.337957
iter  30 value 395.873305
iter  40 value 381.591520
iter  50 value 377.283543
final  value 377.283427 
converged
# weights:  69 (44 variable)
initial  value 549.306144 
iter  10 value 476.973494
iter  20 value 436.336039
iter  30 value 393.783479
iter  40 value 382.155594
iter  50 value 376.953094
final  value 376.952834 
converged
# weights:  69 (44 variable)
initial  value 549.306144 
iter  10 value 476.825101
iter  20 value 435.722115
iter  30 value 396.757878
iter  40 value 380.472307
iter  50 value 376.283710
final  value 376.283482 
converged
# weights:  69 (44 variable)
initial  value 549.306144 
iter  10 value 475.057107
iter  20 value 435.345140
iter  30 value 397.555868
iter  40 value 381.488500
iter  50 value 377.185930
final  value 377.185848 
converged
# weights:  69 (44 variable)
initial  value 549.306144 
iter  10 value 475.847983
iter  20 value 435.445261
iter  30 value 401.680952
iter  40 value 381.207920
iter  50 value 376.887439
final  value 376.887372 
converged
# weights:  63 (40 variable)
initial  value 549.306144 
iter  10 value 477.136336
iter  20 value 436.768056
iter  30 value 394.855975
iter  40 value 380.566842
final  value 378.933482 
converged
# weights:  60 (38 variable)
initial  value 549.306144 
iter  10 value 488.110381
iter  20 value 437.499516
iter  30 value 391.918662
iter  40 value 381.195391
final  value 380.665881 
converged
# weights:  60 (38 variable)
initial  value 549.306144 
iter  10 value 477.375860
iter  20 value 436.337587
iter  30 value 391.446494
iter  40 value 380.720998
final  value 380.549165 
converged
# weights:  60 (38 variable)
initial  value 549.306144 
iter  10 value 477.367918
iter  20 value 445.559456
iter  30 value 393.850426
iter  40 value 381.359430
final  value 381.064621 
converged
# weights:  60 (38 variable)
initial  value 549.306144 
iter  10 value 480.663900
iter  20 value 443.307143
iter  30 value 395.754392
iter  40 value 382.740911
final  value 382.596202 
converged
# weights:  60 (38 variable)
initial  value 549.306144 
iter  10 value 477.691772
iter  20 value 438.180703
iter  30 value 396.849088
iter  40 value 380.600874
final  value 380.381493 
converged
# weights:  60 (38 variable)
initial  value 549.306144 
iter  10 value 477.004895
iter  20 value 438.054289
iter  30 value 397.346450
iter  40 value 381.158015
final  value 380.821546 
converged
# weights:  60 (38 variable)
initial  value 549.306144 
iter  10 value 478.205701
iter  20 value 443.945924
iter  30 value 401.853505
iter  40 value 382.715805
final  value 382.092051 
converged
# weights:  60 (38 variable)
initial  value 549.306144 
iter  10 value 474.753197
iter  20 value 437.202769
iter  30 value 394.940740
iter  40 value 381.073912
final  value 380.595519 
converged
# weights:  60 (38 variable)
initial  value 549.306144 
iter  10 value 476.816807
iter  20 value 437.916883
iter  30 value 403.733633
iter  40 value 380.748703
final  value 380.312071 
converged
# weights:  60 (38 variable)
initial  value 549.306144 
iter  10 value 477.420059
iter  20 value 438.773254
iter  30 value 401.054841
iter  40 value 385.374551
final  value 384.342567 
converged
# weights:  60 (38 variable)
initial  value 549.306144 
iter  10 value 480.051282
iter  20 value 440.863061
iter  30 value 400.328830
iter  40 value 388.289740
final  value 387.997561 
converged
# weights:  60 (38 variable)
initial  value 549.306144 
iter  10 value 477.349726
iter  20 value 445.983966
iter  30 value 394.463169
iter  40 value 380.874030
final  value 380.256593 
converged
# weights:  60 (38 variable)
initial  value 549.306144 
iter  10 value 477.526928
iter  20 value 439.351330
iter  30 value 393.134679
iter  40 value 381.213246
final  value 380.324616 
converged
# weights:  60 (38 variable)
initial  value 549.306144 
iter  10 value 479.833079
iter  20 value 438.820134
iter  30 value 394.912465
iter  40 value 381.194182
final  value 380.634352 
converged
# weights:  60 (38 variable)
initial  value 549.306144 
iter  10 value 479.901038
iter  20 value 443.541959
iter  30 value 407.863824
iter  40 value 394.531307
final  value 394.031602 
converged
# weights:  60 (38 variable)
initial  value 549.306144 
iter  10 value 485.287936
iter  20 value 451.507520
iter  30 value 412.797266
iter  40 value 405.333803
final  value 405.116992 
converged
# weights:  60 (38 variable)
initial  value 549.306144 
iter  10 value 480.226074
iter  20 value 443.722728
iter  30 value 400.703266
iter  40 value 391.592887
final  value 391.390630 
converged
# weights:  60 (38 variable)
initial  value 549.306144 
iter  10 value 480.174470
iter  20 value 443.090740
iter  30 value 409.199541
iter  40 value 393.370242
final  value 393.042861 
converged
# weights:  60 (38 variable)
initial  value 549.306144 
iter  10 value 482.319161
iter  20 value 446.660778
iter  30 value 411.324880
iter  40 value 402.610412
final  value 401.807318 
converged
# weights:  66 (42 variable)
initial  value 549.306144 
iter  10 value 471.218302
iter  20 value 431.036833
iter  30 value 394.881163
iter  40 value 380.645644
iter  50 value 378.409900
iter  50 value 378.409899
iter  50 value 378.409899
final  value 378.409899 
converged
# weights:  66 (42 variable)
initial  value 549.306144 
iter  10 value 474.247919
iter  20 value 432.705229
iter  30 value 392.383369
iter  40 value 380.871129
iter  50 value 378.320608
iter  50 value 378.320606
iter  50 value 378.320606
final  value 378.320606 
converged
# weights:  66 (42 variable)
initial  value 549.306144 
iter  10 value 488.051736
iter  20 value 443.928914
iter  30 value 396.629142
iter  40 value 380.465220
iter  50 value 377.976963
final  value 377.976959 
converged
# weights:  66 (42 variable)
initial  value 549.306144 
iter  10 value 472.926483
iter  20 value 434.603698
iter  30 value 390.814039
iter  40 value 380.047672
iter  50 value 378.350322
iter  50 value 378.350319
iter  50 value 378.350319
final  value 378.350319 
converged
# weights:  66 (42 variable)
initial  value 549.306144 
iter  10 value 470.611336
iter  20 value 432.088763
iter  30 value 391.899415
iter  40 value 380.110051
iter  50 value 378.499299
iter  50 value 378.499298
iter  50 value 378.499298
final  value 378.499298 
converged
# weights:  66 (42 variable)
initial  value 549.306144 
iter  10 value 488.663442
iter  20 value 437.336305
iter  30 value 398.205391
iter  40 value 382.083540
iter  50 value 378.716362
final  value 378.716355 
converged
# weights:  66 (42 variable)
initial  value 549.306144 
iter  10 value 471.338288
iter  20 value 434.902957
iter  30 value 394.124572
iter  40 value 380.248958
iter  50 value 378.903911
iter  50 value 378.903909
iter  50 value 378.903909
final  value 378.903909 
converged
# weights:  66 (42 variable)
initial  value 549.306144 
iter  10 value 475.186985
iter  20 value 433.653801
iter  30 value 392.322766
iter  40 value 380.806681
iter  50 value 378.217929
iter  50 value 378.217926
iter  50 value 378.217926
final  value 378.217926 
converged
# weights:  66 (42 variable)
initial  value 549.306144 
iter  10 value 473.601979
iter  20 value 431.432309
iter  30 value 396.658397
iter  40 value 380.487695
iter  50 value 378.500881
iter  50 value 378.500877
iter  50 value 378.500877
final  value 378.500877 
converged
# weights:  66 (42 variable)
initial  value 549.306144 
iter  10 value 474.398015
iter  20 value 433.779450
iter  30 value 392.466210
iter  40 value 380.883543
iter  50 value 378.629956
iter  50 value 378.629953
iter  50 value 378.629953
final  value 378.629953 
converged
# weights:  66 (42 variable)
initial  value 549.306144 
iter  10 value 469.483598
iter  20 value 428.418532
iter  30 value 392.380479
iter  40 value 380.385905
iter  50 value 377.498073
final  value 377.498068 
converged
# weights:  66 (42 variable)
initial  value 549.306144 
iter  10 value 470.018410
iter  20 value 430.639987
iter  30 value 394.577198
iter  40 value 380.617854
iter  50 value 378.922317
iter  50 value 378.922315
iter  50 value 378.922315
final  value 378.922315 
converged
# weights:  66 (42 variable)
initial  value 549.306144 
iter  10 value 473.496109
iter  20 value 432.243634
iter  30 value 393.169265
iter  40 value 380.372057
iter  50 value 378.644133
iter  50 value 378.644131
iter  50 value 378.644131
final  value 378.644131 
converged
# weights:  66 (42 variable)
initial  value 549.306144 
iter  10 value 477.124509
iter  20 value 436.004788
iter  30 value 395.504963
iter  40 value 379.903697
iter  50 value 378.517285
iter  50 value 378.517284
iter  50 value 378.517284
final  value 378.517284 
converged
# weights:  66 (42 variable)
initial  value 549.306144 
iter  10 value 476.913662
iter  20 value 439.405894
iter  30 value 389.951174
iter  40 value 380.587898
iter  50 value 378.591385
iter  50 value 378.591384
iter  50 value 378.591384
final  value 378.591384 
converged
# weights:  66 (42 variable)
initial  value 549.306144 
iter  10 value 477.108419
iter  20 value 436.355425
iter  30 value 397.662457
iter  40 value 381.094604
iter  50 value 378.475761
final  value 378.475757 
converged
# weights:  66 (42 variable)
initial  value 549.306144 
iter  10 value 476.861700
iter  20 value 435.905041
iter  30 value 395.541629
iter  40 value 380.950766
iter  50 value 378.334143
final  value 378.334135 
converged
# weights:  66 (42 variable)
initial  value 549.306144 
iter  10 value 475.729677
iter  20 value 435.464085
iter  30 value 401.246132
iter  40 value 380.511267
iter  50 value 377.827877
final  value 377.827872 
converged
# weights:  66 (42 variable)
initial  value 549.306144 
iter  10 value 477.799479
iter  20 value 437.478614
iter  30 value 396.336584
iter  40 value 380.879619
iter  50 value 378.471823
iter  50 value 378.471821
iter  50 value 378.471821
final  value 378.471821 
converged
# weights:  66 (42 variable)
initial  value 549.306144 
iter  10 value 477.189470
iter  20 value 439.040150
iter  30 value 392.517710
iter  40 value 381.772344
iter  50 value 378.775729
iter  50 value 378.775728
iter  50 value 378.775728
final  value 378.775728 
converged
# weights:  66 (42 variable)
initial  value 549.306144 
iter  10 value 476.779052
iter  20 value 435.785890
iter  30 value 390.865124
iter  40 value 380.494141
final  value 378.612637 
converged
# weights:  66 (42 variable)
initial  value 549.306144 
iter  10 value 475.874141
iter  20 value 434.198872
iter  30 value 390.699203
iter  40 value 380.030797
iter  50 value 377.630476
iter  50 value 377.630475
iter  50 value 377.630475
final  value 377.630475 
converged
# weights:  66 (42 variable)
initial  value 549.306144 
iter  10 value 475.590151
iter  20 value 436.504686
iter  30 value 402.637634
iter  40 value 385.820746
final  value 378.399440 
converged
# weights:  66 (42 variable)
initial  value 549.306144 
iter  10 value 476.500063
iter  20 value 439.044490
iter  30 value 394.007801
iter  40 value 380.245068
iter  50 value 378.487932
iter  50 value 378.487931
iter  50 value 378.487931
final  value 378.487931 
converged
# weights:  66 (42 variable)
initial  value 549.306144 
iter  10 value 477.165861
iter  20 value 436.444167
iter  30 value 396.933664
iter  40 value 380.475508
iter  50 value 378.696388
iter  50 value 378.696385
iter  50 value 378.696385
final  value 378.696385 
converged
# weights:  66 (42 variable)
initial  value 549.306144 
iter  10 value 476.517482
iter  20 value 436.118563
iter  30 value 398.666656
iter  40 value 379.950987
iter  50 value 377.500023
iter  50 value 377.500019
iter  50 value 377.500019
final  value 377.500019 
converged
# weights:  66 (42 variable)
initial  value 549.306144 
iter  10 value 478.145853
iter  20 value 438.191919
iter  30 value 394.082024
iter  40 value 381.437363
final  value 378.746477 
converged
# weights:  66 (42 variable)
initial  value 549.306144 
iter  10 value 477.434794
iter  20 value 436.990443
iter  30 value 396.154972
iter  40 value 381.250198
iter  50 value 378.146834
final  value 378.146825 
converged
# weights:  66 (42 variable)
initial  value 549.306144 
iter  10 value 477.209689
iter  20 value 436.902922
iter  30 value 391.713789
iter  40 value 380.204491
iter  50 value 377.792304
iter  50 value 377.792302
iter  50 value 377.792302
final  value 377.792302 
converged
# weights:  66 (42 variable)
initial  value 549.306144 
iter  10 value 475.732544
iter  20 value 435.884025
iter  30 value 395.573241
iter  40 value 381.381208
iter  50 value 378.549944
iter  50 value 378.549940
iter  50 value 378.549940
final  value 378.549940 
converged
# weights:  66 (42 variable)
initial  value 549.306144 
iter  10 value 476.456041
iter  20 value 435.940593
iter  30 value 396.926242
iter  40 value 380.908567
iter  50 value 378.348674
iter  50 value 378.348672
iter  50 value 378.348672
final  value 378.348672 
converged
# weights:  60 (38 variable)
initial  value 549.306144 
iter  10 value 477.349726
iter  20 value 445.983966
iter  30 value 394.463169
iter  40 value 380.874030
final  value 380.256593 
converged
# weights:  57 (36 variable)
initial  value 549.306144 
iter  10 value 488.786277
iter  20 value 437.502286
iter  30 value 393.343834
iter  40 value 382.016138
final  value 382.002729 
converged
# weights:  57 (36 variable)
initial  value 549.306144 
iter  10 value 477.658003
iter  20 value 439.092247
iter  30 value 395.531023
iter  40 value 381.790543
final  value 381.789700 
converged
# weights:  57 (36 variable)
initial  value 549.306144 
iter  10 value 479.559496
iter  20 value 442.707193
iter  30 value 396.615689
iter  40 value 382.444543
final  value 382.444042 
converged
# weights:  57 (36 variable)
initial  value 549.306144 
iter  10 value 481.089126
iter  20 value 444.473556
iter  30 value 399.143922
iter  40 value 383.894602
final  value 383.891829 
converged
# weights:  57 (36 variable)
initial  value 549.306144 
iter  10 value 477.897781
iter  20 value 442.134655
iter  30 value 396.666941
iter  40 value 381.661398
final  value 381.659268 
converged
# weights:  57 (36 variable)
initial  value 549.306144 
iter  10 value 476.920962
iter  20 value 442.295804
iter  30 value 396.794127
iter  40 value 382.185788
final  value 382.175415 
converged
# weights:  57 (36 variable)
initial  value 549.306144 
iter  10 value 479.335990
iter  20 value 440.160602
iter  30 value 397.406521
iter  40 value 383.429373
final  value 383.417714 
converged
# weights:  57 (36 variable)
initial  value 549.306144 
iter  10 value 475.680145
iter  20 value 440.185628
iter  30 value 398.831084
iter  40 value 381.859714
final  value 381.858263 
converged
# weights:  57 (36 variable)
initial  value 549.306144 
iter  10 value 477.527933
iter  20 value 438.705089
iter  30 value 408.428859
iter  40 value 381.895061
final  value 381.891294 
converged
# weights:  57 (36 variable)
initial  value 549.306144 
iter  10 value 477.731169
iter  20 value 443.917108
iter  30 value 395.410323
iter  40 value 385.889335
final  value 385.886138 
converged
# weights:  57 (36 variable)
initial  value 549.306144 
iter  10 value 480.436279
iter  20 value 443.414635
iter  30 value 404.449675
iter  40 value 389.800718
final  value 388.778400 
converged
# weights:  57 (36 variable)
initial  value 549.306144 
iter  10 value 477.854168
iter  20 value 440.525825
iter  30 value 399.157429
iter  40 value 381.859677
final  value 381.842144 
converged
# weights:  57 (36 variable)
initial  value 549.306144 
iter  10 value 479.615447
iter  20 value 440.123790
iter  30 value 396.460226
iter  40 value 381.756220
final  value 381.752921 
converged
# weights:  57 (36 variable)
initial  value 549.306144 
iter  10 value 480.045041
iter  20 value 445.883844
iter  30 value 410.974979
iter  40 value 395.441666
final  value 395.441328 
converged
# weights:  57 (36 variable)
initial  value 549.306144 
iter  10 value 485.184468
iter  20 value 453.842901
iter  30 value 423.581635
iter  40 value 406.660177
final  value 406.655882 
converged
# weights:  57 (36 variable)
initial  value 549.306144 
iter  10 value 480.180728
iter  20 value 446.586151
iter  30 value 405.504775
iter  40 value 392.782078
final  value 392.778144 
converged
# weights:  57 (36 variable)
initial  value 549.306144 
iter  10 value 480.597486
iter  20 value 445.798361
iter  30 value 417.010016
iter  40 value 394.946624
final  value 394.936576 
converged
# weights:  57 (36 variable)
initial  value 549.306144 
iter  10 value 482.584055
iter  20 value 449.582377
iter  30 value 411.238047
iter  40 value 403.356787
final  value 403.355315 
converged
# weights:  63 (40 variable)
initial  value 549.306144 
iter  10 value 471.489607
iter  20 value 432.206924
iter  30 value 394.415964
iter  40 value 381.322762
final  value 379.728092 
converged
# weights:  63 (40 variable)
initial  value 549.306144 
iter  10 value 474.083508
iter  20 value 434.664808
iter  30 value 394.927434
iter  40 value 381.002264
final  value 379.577391 
converged
# weights:  63 (40 variable)
initial  value 549.306144 
iter  10 value 488.114785
iter  20 value 446.522640
iter  30 value 399.881579
iter  40 value 380.844229
final  value 379.276543 
converged
# weights:  63 (40 variable)
initial  value 549.306144 
iter  10 value 473.029885
iter  20 value 436.097504
iter  30 value 396.209873
iter  40 value 381.072590
final  value 379.637422 
converged
# weights:  63 (40 variable)
initial  value 549.306144 
iter  10 value 470.808888
iter  20 value 434.000690
iter  30 value 395.457789
iter  40 value 380.992089
final  value 379.684485 
converged
# weights:  63 (40 variable)
initial  value 549.306144 
iter  10 value 488.455292
iter  20 value 436.661547
iter  30 value 393.900181
iter  40 value 381.850842
final  value 380.026752 
converged
# weights:  63 (40 variable)
initial  value 549.306144 
iter  10 value 471.610842
iter  20 value 433.734787
iter  30 value 392.731145
iter  40 value 381.988770
final  value 380.216131 
converged
# weights:  63 (40 variable)
initial  value 549.306144 
iter  10 value 475.329531
iter  20 value 436.382526
iter  30 value 399.771523
iter  40 value 381.474284
final  value 379.654821 
converged
# weights:  63 (40 variable)
initial  value 549.306144 
iter  10 value 473.835980
iter  20 value 438.055108
iter  30 value 393.104654
iter  40 value 381.489418
final  value 379.849174 
converged
# weights:  63 (40 variable)
initial  value 549.306144 
iter  10 value 474.396944
iter  20 value 440.978087
iter  30 value 396.236969
iter  40 value 382.582599
final  value 379.910704 
converged
# weights:  63 (40 variable)
initial  value 549.306144 
iter  10 value 469.759870
iter  20 value 430.598130
iter  30 value 393.551368
iter  40 value 381.258128
final  value 378.885902 
converged
# weights:  63 (40 variable)
initial  value 549.306144 
iter  10 value 470.491753
iter  20 value 437.008178
iter  30 value 393.323348
iter  40 value 382.350723
final  value 380.253650 
converged
# weights:  63 (40 variable)
initial  value 549.306144 
iter  10 value 473.817236
iter  20 value 437.313316
iter  30 value 395.837980
iter  40 value 381.731438
final  value 379.968736 
converged
# weights:  63 (40 variable)
initial  value 549.306144 
iter  10 value 477.041245
iter  20 value 437.788640
iter  30 value 400.241689
iter  40 value 383.567234
final  value 379.820499 
converged
# weights:  63 (40 variable)
initial  value 549.306144 
iter  10 value 477.093951
iter  20 value 446.052047
iter  30 value 398.450549
iter  40 value 383.292931
final  value 379.897342 
converged
# weights:  63 (40 variable)
initial  value 549.306144 
iter  10 value 477.405396
iter  20 value 438.880818
iter  30 value 394.559261
iter  40 value 381.887834
final  value 380.022356 
converged
# weights:  63 (40 variable)
initial  value 549.306144 
iter  10 value 477.487911
iter  20 value 438.496308
iter  30 value 398.345764
iter  40 value 382.205256
final  value 379.992217 
converged
# weights:  63 (40 variable)
initial  value 549.306144 
iter  10 value 476.289086
iter  20 value 440.017729
iter  30 value 400.471064
iter  40 value 381.494994
final  value 379.316417 
converged
# weights:  63 (40 variable)
initial  value 549.306144 
iter  10 value 477.926234
iter  20 value 438.910313
iter  30 value 401.524456
iter  40 value 383.928277
final  value 379.838635 
converged
# weights:  63 (40 variable)
initial  value 549.306144 
iter  10 value 477.471535
iter  20 value 441.726900
iter  30 value 395.854262
iter  40 value 381.766447
final  value 380.133781 
converged
# weights:  63 (40 variable)
initial  value 549.306144 
iter  10 value 476.757177
iter  20 value 441.216088
iter  30 value 398.485965
iter  40 value 383.188558
final  value 379.839244 
converged
# weights:  63 (40 variable)
initial  value 549.306144 
iter  10 value 477.136336
iter  20 value 436.768056
iter  30 value 394.855975
iter  40 value 380.566842
final  value 378.933482 
converged
# weights:  63 (40 variable)
initial  value 549.306144 
iter  10 value 475.868182
iter  20 value 437.281419
iter  30 value 413.077364
iter  40 value 387.038063
final  value 378.969036 
converged
# weights:  63 (40 variable)
initial  value 549.306144 
iter  10 value 475.760715
iter  20 value 442.190949
iter  30 value 406.002234
iter  40 value 384.632158
final  value 379.582377 
converged
# weights:  63 (40 variable)
initial  value 549.306144 
iter  10 value 476.823015
iter  20 value 441.396174
iter  30 value 408.740486
iter  40 value 382.106174
final  value 379.877041 
converged
# weights:  63 (40 variable)
initial  value 549.306144 
iter  10 value 477.394830
iter  20 value 438.512001
iter  30 value 402.013518
iter  40 value 382.470099
final  value 379.964159 
converged
# weights:  63 (40 variable)
initial  value 549.306144 
iter  10 value 476.796751
iter  20 value 438.830687
iter  30 value 399.517385
iter  40 value 380.790518
final  value 379.049570 
converged
# weights:  63 (40 variable)
initial  value 549.306144 
iter  10 value 478.191500
iter  20 value 439.168635
iter  30 value 404.946042
iter  40 value 385.397655
final  value 380.130996 
converged
# weights:  63 (40 variable)
initial  value 549.306144 
iter  10 value 477.837832
iter  20 value 438.821108
iter  30 value 404.548479
iter  40 value 382.682652
final  value 379.698442 
converged
# weights:  63 (40 variable)
initial  value 549.306144 
iter  10 value 476.480799
iter  20 value 437.217332
iter  30 value 397.118719
iter  40 value 381.169317
final  value 378.884338 
converged
# weights:  63 (40 variable)
initial  value 549.306144 
iter  10 value 476.554480
iter  20 value 439.064162
iter  30 value 400.209634
iter  40 value 383.284464
final  value 379.904175 
converged
# weights:  63 (40 variable)
initial  value 549.306144 
iter  10 value 476.880842
iter  20 value 437.590289
iter  30 value 395.780509
iter  40 value 382.427788
final  value 379.725477 
converged
# weights:  57 (36 variable)
initial  value 549.306144 
iter  10 value 477.897781
iter  20 value 442.134655
iter  30 value 396.666941
iter  40 value 381.661398
final  value 381.659268 
converged
# weights:  54 (34 variable)
initial  value 549.306144 
iter  10 value 490.018389
iter  20 value 438.832028
iter  30 value 392.055064
iter  40 value 383.435599
final  value 383.435584 
converged
# weights:  54 (34 variable)
initial  value 549.306144 
iter  10 value 480.545668
iter  20 value 441.953894
iter  30 value 394.123848
iter  40 value 383.157963
final  value 383.157936 
converged
# weights:  54 (34 variable)
initial  value 549.306144 
iter  10 value 479.419536
iter  20 value 438.953257
iter  30 value 394.090887
iter  40 value 383.892384
final  value 383.892377 
converged
# weights:  54 (34 variable)
initial  value 549.306144 
iter  10 value 482.104382
iter  20 value 446.063810
iter  30 value 399.927079
iter  40 value 385.244267
final  value 385.244262 
converged
# weights:  54 (34 variable)
initial  value 549.306144 
iter  10 value 478.320259
iter  20 value 442.330868
iter  30 value 392.443221
iter  40 value 383.616132
final  value 383.616022 
converged
# weights:  54 (34 variable)
initial  value 549.306144 
iter  10 value 478.803148
iter  20 value 448.257959
iter  30 value 396.485883
iter  40 value 384.688511
final  value 384.688422 
converged
# weights:  54 (34 variable)
initial  value 549.306144 
iter  10 value 476.109494
iter  20 value 442.528292
iter  30 value 389.555023
iter  40 value 383.026459
final  value 383.026413 
converged
# weights:  54 (34 variable)
initial  value 549.306144 
iter  10 value 478.343710
iter  20 value 441.192346
iter  30 value 394.156785
iter  40 value 383.423269
final  value 383.423224 
converged
# weights:  54 (34 variable)
initial  value 549.306144 
iter  10 value 478.177844
iter  20 value 447.456665
iter  30 value 391.160547
iter  40 value 387.628093
final  value 387.627975 
converged
# weights:  54 (34 variable)
initial  value 549.306144 
iter  10 value 481.209302
iter  20 value 445.016080
iter  30 value 403.523157
iter  40 value 390.245904
final  value 390.245805 
converged
# weights:  54 (34 variable)
initial  value 549.306144 
iter  10 value 479.301833
iter  20 value 442.503144
iter  30 value 399.067995
iter  40 value 383.213526
final  value 383.213367 
converged
# weights:  54 (34 variable)
initial  value 549.306144 
iter  10 value 479.888264
iter  20 value 437.759757
iter  30 value 389.562832
iter  40 value 383.188158
final  value 383.188023 
converged
# weights:  54 (34 variable)
initial  value 549.306144 
iter  10 value 480.814618
iter  20 value 447.463615
iter  30 value 413.149693
iter  40 value 396.599792
final  value 396.599748 
converged
# weights:  54 (34 variable)
initial  value 549.306144 
iter  10 value 484.880533
iter  20 value 458.083283
iter  30 value 418.511799
iter  40 value 408.197530
final  value 408.197423 
converged
# weights:  54 (34 variable)
initial  value 549.306144 
iter  10 value 480.400574
iter  20 value 446.216773
iter  30 value 399.446237
iter  40 value 393.841248
final  value 393.841149 
converged
# weights:  54 (34 variable)
initial  value 549.306144 
iter  10 value 481.400570
iter  20 value 448.890759
iter  30 value 410.316317
iter  40 value 396.292849
final  value 396.292745 
converged
# weights:  54 (34 variable)
initial  value 549.306144 
iter  10 value 483.125887
iter  20 value 450.972146
iter  30 value 414.366377
iter  40 value 404.656679
final  value 404.656523 
converged
# weights:  60 (38 variable)
initial  value 549.306144 
iter  10 value 474.746954
iter  20 value 439.110178
iter  30 value 401.505357
iter  40 value 382.584204
final  value 381.120310 
converged
# weights:  60 (38 variable)
initial  value 549.306144 
iter  10 value 476.694143
iter  20 value 443.804210
iter  30 value 396.988614
iter  40 value 381.519276
final  value 381.025066 
converged
# weights:  60 (38 variable)
initial  value 549.306144 
iter  10 value 474.861490
iter  20 value 440.675503
iter  30 value 394.352391
iter  40 value 380.879796
final  value 380.692665 
converged
# weights:  60 (38 variable)
initial  value 549.306144 
iter  10 value 475.752830
iter  20 value 442.782025
iter  30 value 396.623380
iter  40 value 382.302104
final  value 381.046367 
converged
# weights:  60 (38 variable)
initial  value 549.306144 
iter  10 value 473.957828
iter  20 value 439.427977
iter  30 value 398.988596
iter  40 value 381.591903
final  value 381.068053 
converged
# weights:  60 (38 variable)
initial  value 549.306144 
iter  10 value 476.026690
iter  20 value 439.685421
iter  30 value 393.942670
iter  40 value 381.833331
final  value 381.495472 
converged
# weights:  60 (38 variable)
initial  value 549.306144 
iter  10 value 474.546564
iter  20 value 439.182420
iter  30 value 397.441047
iter  40 value 382.953783
final  value 381.617809 
converged
# weights:  60 (38 variable)
initial  value 549.306144 
iter  10 value 478.249631
iter  20 value 445.053153
iter  30 value 397.354200
iter  40 value 381.524709
final  value 381.044946 
converged
# weights:  60 (38 variable)
initial  value 549.306144 
iter  10 value 477.349726
iter  20 value 445.983966
iter  30 value 394.463169
iter  40 value 380.874030
final  value 380.256593 
converged
# weights:  60 (38 variable)
initial  value 549.306144 
iter  10 value 476.882305
iter  20 value 440.359575
iter  30 value 397.440306
iter  40 value 382.685498
final  value 381.296903 
converged
# weights:  60 (38 variable)
initial  value 549.306144 
iter  10 value 477.086786
iter  20 value 445.242269
iter  30 value 404.018627
iter  40 value 384.490736
final  value 381.286136 
converged
# weights:  60 (38 variable)
initial  value 549.306144 
iter  10 value 473.146096
iter  20 value 437.045032
iter  30 value 397.633762
iter  40 value 380.431168
final  value 380.234884 
converged
# weights:  60 (38 variable)
initial  value 549.306144 
iter  10 value 473.631754
iter  20 value 439.479284
iter  30 value 400.815536
iter  40 value 382.370703
final  value 381.653498 
converged
# weights:  60 (38 variable)
initial  value 549.306144 
iter  10 value 476.992431
iter  20 value 439.930168
iter  30 value 401.434708
iter  40 value 381.813082
final  value 381.309017 
converged
# weights:  60 (38 variable)
initial  value 549.306144 
iter  10 value 477.523555
iter  20 value 438.692175
iter  30 value 395.153825
iter  40 value 382.355821
final  value 381.229963 
converged
# weights:  60 (38 variable)
initial  value 549.306144 
iter  10 value 477.609482
iter  20 value 446.802440
iter  30 value 405.542404
iter  40 value 382.183082
final  value 381.384540 
converged
# weights:  60 (38 variable)
initial  value 549.306144 
iter  10 value 478.034710
iter  20 value 439.251559
iter  30 value 394.395200
iter  40 value 382.369462
final  value 381.421224 
converged
# weights:  60 (38 variable)
initial  value 549.306144 
iter  10 value 478.126817
iter  20 value 438.720057
iter  30 value 398.069416
iter  40 value 383.209091
final  value 381.401658 
converged
# weights:  60 (38 variable)
initial  value 549.306144 
iter  10 value 478.889199
iter  20 value 440.800792
iter  30 value 394.437378
iter  40 value 381.289823
final  value 380.712151 
converged
# weights:  60 (38 variable)
initial  value 549.306144 
iter  10 value 478.351949
iter  20 value 443.457993
iter  30 value 394.787989
iter  40 value 382.247954
final  value 381.237599 
converged
# weights:  60 (38 variable)
initial  value 549.306144 
iter  10 value 478.064224
iter  20 value 440.968940
iter  30 value 399.370149
iter  40 value 382.520190
final  value 381.520296 
converged
# weights:  60 (38 variable)
initial  value 549.306144 
iter  10 value 477.199873
iter  20 value 442.142894
iter  30 value 401.319421
iter  40 value 382.379476
final  value 381.246854 
converged
# weights:  60 (38 variable)
initial  value 549.306144 
iter  10 value 477.691772
iter  20 value 438.180703
iter  30 value 396.849088
iter  40 value 380.600874
final  value 380.381493 
converged
# weights:  60 (38 variable)
initial  value 549.306144 
iter  10 value 476.737262
iter  20 value 436.604505
iter  30 value 398.841590
iter  40 value 380.745067
final  value 380.425174 
converged
# weights:  60 (38 variable)
initial  value 549.306144 
iter  10 value 476.343125
iter  20 value 442.809006
iter  30 value 405.868078
iter  40 value 381.883838
final  value 380.926281 
converged
# weights:  60 (38 variable)
initial  value 549.306144 
iter  10 value 477.227042
iter  20 value 440.557360
iter  30 value 398.735567
iter  40 value 381.754448
final  value 381.164463 
converged
# weights:  60 (38 variable)
initial  value 549.306144 
iter  10 value 477.935484
iter  20 value 439.975522
iter  30 value 401.578109
iter  40 value 382.117318
final  value 381.378067 
converged
# weights:  60 (38 variable)
initial  value 549.306144 
iter  10 value 477.427900
iter  20 value 442.475724
iter  30 value 401.948270
iter  40 value 382.145982
final  value 380.548806 
converged
# weights:  60 (38 variable)
initial  value 549.306144 
iter  10 value 478.575164
iter  20 value 441.776843
iter  30 value 400.511730
iter  40 value 382.166431
final  value 381.588467 
converged
# weights:  60 (38 variable)
initial  value 549.306144 
iter  10 value 478.000673
iter  20 value 440.016167
iter  30 value 399.220936
iter  40 value 382.023989
final  value 381.170712 
converged
# weights:  60 (38 variable)
initial  value 549.306144 
iter  10 value 478.669137
iter  20 value 439.066448
iter  30 value 400.115281
iter  40 value 380.428420
final  value 380.261814 
converged
# weights:  60 (38 variable)
initial  value 549.306144 
iter  10 value 477.241249
iter  20 value 443.293409
iter  30 value 404.643323
iter  40 value 382.831542
final  value 381.275374 
converged
# weights:  60 (38 variable)
initial  value 549.306144 
iter  10 value 477.639537
iter  20 value 441.424557
iter  30 value 393.840109
iter  40 value 381.666739
final  value 381.163990 
converged
# weights:  54 (34 variable)
initial  value 549.306144 
iter  10 value 476.109494
iter  20 value 442.528292
iter  30 value 389.555023
iter  40 value 383.026459
final  value 383.026413 
converged
# weights:  51 (32 variable)
initial  value 549.306144 
iter  10 value 485.375370
iter  20 value 438.200146
iter  30 value 389.610516
final  value 384.703211 
converged
# weights:  51 (32 variable)
initial  value 549.306144 
iter  10 value 478.398580
iter  20 value 439.502178
iter  30 value 387.988402
iter  40 value 384.599846
iter  40 value 384.599845
iter  40 value 384.599845
final  value 384.599845 
converged
# weights:  51 (32 variable)
initial  value 549.306144 
iter  10 value 476.599780
iter  20 value 441.574059
iter  30 value 390.539538
final  value 385.405759 
converged
# weights:  51 (32 variable)
initial  value 549.306144 
iter  10 value 481.538009
iter  20 value 445.060150
iter  30 value 403.645702
iter  40 value 386.490260
final  value 386.490235 
converged
# weights:  51 (32 variable)
initial  value 549.306144 
iter  10 value 475.307051
iter  20 value 437.758677
iter  30 value 387.703964
final  value 384.989851 
converged
# weights:  51 (32 variable)
initial  value 549.306144 
iter  10 value 479.181007
iter  20 value 443.903332
iter  30 value 406.745279
iter  40 value 386.295109
iter  40 value 386.295105
iter  40 value 386.295105
final  value 386.295105 
converged
# weights:  51 (32 variable)
initial  value 549.306144 
iter  10 value 477.277347
iter  20 value 439.474657
iter  30 value 390.850341
iter  40 value 384.341071
final  value 384.341067 
converged
# weights:  51 (32 variable)
initial  value 549.306144 
iter  10 value 476.518434
iter  20 value 444.939802
iter  30 value 392.858727
final  value 389.297890 
converged
# weights:  51 (32 variable)
initial  value 549.306144 
iter  10 value 480.295453
iter  20 value 447.139572
iter  30 value 399.411601
iter  40 value 391.520108
final  value 391.520098 
converged
# weights:  51 (32 variable)
initial  value 549.306144 
iter  10 value 477.115603
iter  20 value 442.249478
iter  30 value 387.612115
iter  40 value 384.564181
iter  40 value 384.564180
iter  40 value 384.564180
final  value 384.564180 
converged
# weights:  51 (32 variable)
initial  value 549.306144 
iter  10 value 477.191156
iter  20 value 434.872537
iter  30 value 391.055575
iter  40 value 384.593702
iter  40 value 384.593699
iter  40 value 384.593699
final  value 384.593699 
converged
# weights:  51 (32 variable)
initial  value 549.306144 
iter  10 value 479.572700
iter  20 value 451.715443
iter  30 value 402.197442
final  value 398.072213 
converged
# weights:  51 (32 variable)
initial  value 549.306144 
iter  10 value 483.097324
iter  20 value 456.315477
iter  30 value 413.395129
final  value 410.411066 
converged
# weights:  51 (32 variable)
initial  value 549.306144 
iter  10 value 478.515804
iter  20 value 450.899274
iter  30 value 400.071494
iter  40 value 394.792121
iter  40 value 394.792118
iter  40 value 394.792118
final  value 394.792118 
converged
# weights:  51 (32 variable)
initial  value 549.306144 
iter  10 value 479.882883
iter  20 value 449.540485
iter  30 value 401.013037
final  value 397.387292 
converged
# weights:  51 (32 variable)
initial  value 549.306144 
iter  10 value 481.216543
iter  20 value 452.305717
iter  30 value 407.190848
final  value 405.637367 
converged
# weights:  57 (36 variable)
initial  value 549.306144 
iter  10 value 474.849224
iter  20 value 442.149393
iter  30 value 401.566126
iter  40 value 382.505406
final  value 382.503469 
converged
# weights:  57 (36 variable)
initial  value 549.306144 
iter  10 value 475.578670
iter  20 value 442.063652
iter  30 value 399.963541
iter  40 value 382.519691
final  value 382.518388 
converged
# weights:  57 (36 variable)
initial  value 549.306144 
iter  10 value 472.872476
iter  20 value 439.828035
iter  30 value 392.509365
iter  40 value 382.067591
final  value 382.066220 
converged
# weights:  57 (36 variable)
initial  value 549.306144 
iter  10 value 474.352938
iter  20 value 440.276091
iter  30 value 396.698369
iter  40 value 382.417497
final  value 382.413763 
converged
# weights:  57 (36 variable)
initial  value 549.306144 
iter  10 value 474.937502
iter  20 value 447.735204
iter  30 value 408.305659
iter  40 value 382.449879
final  value 382.443871 
converged
# weights:  57 (36 variable)
initial  value 549.306144 
iter  10 value 474.879041
iter  20 value 441.867771
iter  30 value 398.239973
iter  40 value 382.852337
final  value 382.849894 
converged
# weights:  57 (36 variable)
initial  value 549.306144 
iter  10 value 474.710979
iter  20 value 443.350020
iter  30 value 402.927676
iter  40 value 383.026313
final  value 383.008106 
converged
# weights:  57 (36 variable)
initial  value 549.306144 
iter  10 value 477.242869
iter  20 value 444.788928
iter  30 value 405.416198
iter  40 value 382.553841
final  value 382.543954 
converged
# weights:  57 (36 variable)
initial  value 549.306144 
iter  10 value 475.680145
iter  20 value 440.185628
iter  30 value 398.831084
iter  40 value 381.859714
final  value 381.858263 
converged
# weights:  57 (36 variable)
initial  value 549.306144 
iter  10 value 476.647480
iter  20 value 443.536803
iter  30 value 406.786965
iter  40 value 382.701187
final  value 382.695663 
converged
# weights:  57 (36 variable)
initial  value 549.306144 
iter  10 value 475.549458
iter  20 value 446.172965
iter  30 value 399.398004
iter  40 value 382.684848
final  value 382.680891 
converged
# weights:  57 (36 variable)
initial  value 549.306144 
iter  10 value 472.205430
iter  20 value 442.551095
iter  30 value 401.790798
iter  40 value 381.481207
final  value 381.480302 
converged
# weights:  57 (36 variable)
initial  value 549.306144 
iter  10 value 475.076333
iter  20 value 444.440064
iter  30 value 402.841237
iter  40 value 383.015262
final  value 383.013195 
converged
# weights:  57 (36 variable)
initial  value 549.306144 
iter  10 value 476.919981
iter  20 value 444.588753
iter  30 value 403.041691
iter  40 value 382.687339
final  value 382.685606 
converged
# weights:  57 (36 variable)
initial  value 549.306144 
iter  10 value 479.439720
iter  20 value 442.835007
iter  30 value 402.879303
iter  40 value 382.612688
final  value 382.610897 
converged
# weights:  57 (36 variable)
initial  value 549.306144 
iter  10 value 477.897781
iter  20 value 442.134655
iter  30 value 396.666941
iter  40 value 381.661398
final  value 381.659268 
converged
# weights:  57 (36 variable)
initial  value 549.306144 
iter  10 value 476.409115
iter  20 value 441.746652
iter  30 value 399.500447
iter  40 value 382.757943
final  value 382.756717 
converged
# weights:  57 (36 variable)
initial  value 549.306144 
iter  10 value 476.397198
iter  20 value 442.676558
iter  30 value 399.469685
iter  40 value 382.789714
final  value 382.789209 
converged
# weights:  57 (36 variable)
initial  value 549.306144 
iter  10 value 476.676657
iter  20 value 442.275463
iter  30 value 400.626082
iter  40 value 382.795879
final  value 382.794882 
converged
# weights:  57 (36 variable)
initial  value 549.306144 
iter  10 value 475.984296
iter  20 value 442.305379
iter  30 value 401.561560
iter  40 value 382.003019
final  value 382.002101 
converged
# weights:  57 (36 variable)
initial  value 549.306144 
iter  10 value 477.763979
iter  20 value 443.945825
iter  30 value 402.724786
iter  40 value 382.642709
final  value 382.641172 
converged
# weights:  57 (36 variable)
initial  value 549.306144 
iter  10 value 476.582440
iter  20 value 443.119605
iter  30 value 397.122861
iter  40 value 382.896857
final  value 382.896192 
converged
# weights:  57 (36 variable)
initial  value 549.306144 
iter  10 value 476.910646
iter  20 value 440.277345
iter  30 value 398.205684
iter  40 value 382.608061
final  value 382.596446 
converged
# weights:  57 (36 variable)
initial  value 549.306144 
iter  10 value 475.079191
iter  20 value 440.370797
iter  30 value 395.911419
iter  40 value 381.778550
final  value 381.774667 
converged
# weights:  57 (36 variable)
initial  value 549.306144 
iter  10 value 476.644302
iter  20 value 445.728710
iter  30 value 401.735803
iter  40 value 381.673943
final  value 381.647686 
converged
# weights:  57 (36 variable)
initial  value 549.306144 
iter  10 value 475.111783
iter  20 value 443.888408
iter  30 value 402.456872
iter  40 value 382.369704
final  value 382.356570 
converged
# weights:  57 (36 variable)
initial  value 549.306144 
iter  10 value 475.962177
iter  20 value 441.276541
iter  30 value 403.218341
iter  40 value 382.578893
final  value 382.578060 
converged
# weights:  57 (36 variable)
initial  value 549.306144 
iter  10 value 476.309795
iter  20 value 440.242068
iter  30 value 401.569568
iter  40 value 382.696064
final  value 382.695434 
converged
# weights:  57 (36 variable)
initial  value 549.306144 
iter  10 value 476.057481
iter  20 value 443.651188
iter  30 value 403.615271
iter  40 value 382.008644
final  value 382.005596 
converged
# weights:  57 (36 variable)
initial  value 549.306144 
iter  10 value 477.011071
iter  20 value 444.919732
iter  30 value 400.995605
iter  40 value 382.867514
final  value 382.856735 
converged
# weights:  57 (36 variable)
initial  value 549.306144 
iter  10 value 476.970108
iter  20 value 441.513226
iter  30 value 403.055038
iter  40 value 382.482603
final  value 382.481838 
converged
# weights:  57 (36 variable)
initial  value 549.306144 
iter  10 value 482.176817
iter  20 value 442.699754
iter  30 value 397.829759
iter  40 value 381.674021
final  value 381.667517 
converged
# weights:  57 (36 variable)
initial  value 549.306144 
iter  10 value 476.847828
iter  20 value 443.371347
iter  30 value 401.365579
iter  40 value 382.646855
final  value 382.638710 
converged
# weights:  57 (36 variable)
initial  value 549.306144 
iter  10 value 476.755735
iter  20 value 444.104541
iter  30 value 401.251131
iter  40 value 382.467603
final  value 382.465531 
converged
# weights:  51 (32 variable)
initial  value 549.306144 
iter  10 value 477.277347
iter  20 value 439.474657
iter  30 value 390.850341
iter  40 value 384.341071
final  value 384.341067 
converged
# weights:  48 (30 variable)
initial  value 549.306144 
iter  10 value 486.003759
iter  20 value 423.714106
iter  30 value 389.283537
final  value 386.037917 
converged
# weights:  48 (30 variable)
initial  value 549.306144 
iter  10 value 477.531369
iter  20 value 437.896203
iter  30 value 392.542983
final  value 385.871158 
converged
# weights:  48 (30 variable)
initial  value 549.306144 
iter  10 value 476.788278
iter  20 value 432.353179
iter  30 value 390.256384
final  value 387.111607 
converged
# weights:  48 (30 variable)
initial  value 549.306144 
iter  10 value 481.849981
iter  20 value 422.209549
iter  30 value 390.364141
final  value 387.929106 
converged
# weights:  48 (30 variable)
initial  value 549.306144 
iter  10 value 476.537912
iter  20 value 428.287525
iter  30 value 390.370396
final  value 386.254349 
converged
# weights:  48 (30 variable)
initial  value 549.306144 
iter  10 value 478.216945
iter  20 value 416.525122
iter  30 value 391.370655
final  value 387.541882 
converged
# weights:  48 (30 variable)
initial  value 549.306144 
iter  10 value 477.688912
iter  20 value 442.222881
iter  30 value 396.388745
final  value 390.637200 
converged
# weights:  48 (30 variable)
initial  value 549.306144 
iter  10 value 481.512652
iter  20 value 442.986885
iter  30 value 402.580403
final  value 392.907939 
converged
# weights:  48 (30 variable)
initial  value 549.306144 
iter  10 value 478.004417
iter  20 value 430.391115
iter  30 value 391.203778
final  value 385.961163 
converged
# weights:  48 (30 variable)
initial  value 549.306144 
iter  10 value 478.579133
iter  20 value 433.061568
iter  30 value 389.715870
final  value 385.788391 
converged
# weights:  48 (30 variable)
initial  value 549.306144 
iter  10 value 480.447625
iter  20 value 446.236783
iter  30 value 406.899960
final  value 399.345809 
converged
# weights:  48 (30 variable)
initial  value 549.306144 
iter  10 value 483.790464
iter  20 value 455.029557
iter  30 value 416.619237
final  value 411.228271 
converged
# weights:  48 (30 variable)
initial  value 549.306144 
iter  10 value 483.357286
iter  20 value 446.307053
iter  30 value 401.448909
final  value 395.825784 
converged
# weights:  48 (30 variable)
initial  value 549.306144 
iter  10 value 481.437741
iter  20 value 443.960429
iter  30 value 400.685497
final  value 398.719142 
converged
# weights:  48 (30 variable)
initial  value 549.306144 
iter  10 value 481.958292
iter  20 value 447.242177
iter  30 value 409.016839
final  value 407.383253 
converged
# weights:  54 (34 variable)
initial  value 549.306144 
iter  10 value 476.368091
iter  20 value 444.661887
iter  30 value 395.812743
iter  40 value 383.821042
final  value 383.820636 
converged
# weights:  54 (34 variable)
initial  value 549.306144 
iter  10 value 476.745218
iter  20 value 445.739987
iter  30 value 391.443419
iter  40 value 383.764870
final  value 383.764814 
converged
# weights:  54 (34 variable)
initial  value 549.306144 
iter  10 value 473.638200
iter  20 value 438.836531
iter  30 value 393.596543
iter  40 value 383.352303
final  value 383.352185 
converged
# weights:  54 (34 variable)
initial  value 549.306144 
iter  10 value 475.546150
iter  20 value 443.304255
iter  30 value 394.365237
iter  40 value 383.727968
final  value 383.727428 
converged
# weights:  54 (34 variable)
initial  value 549.306144 
iter  10 value 480.850705
iter  20 value 447.573310
iter  30 value 389.830285
iter  40 value 383.818380
final  value 383.818200 
converged
# weights:  54 (34 variable)
initial  value 549.306144 
iter  10 value 476.713757
iter  20 value 444.033095
iter  30 value 390.883421
iter  40 value 384.219499
final  value 384.219442 
converged
# weights:  54 (34 variable)
initial  value 549.306144 
iter  10 value 475.696656
iter  20 value 441.045486
iter  30 value 392.532725
iter  40 value 384.327236
final  value 384.327065 
converged
# weights:  54 (34 variable)
initial  value 549.306144 
iter  10 value 478.577843
iter  20 value 446.488752
iter  30 value 391.737835
iter  40 value 383.862143
final  value 383.862092 
converged
# weights:  54 (34 variable)
initial  value 549.306144 
iter  10 value 477.131647
iter  20 value 442.035741
iter  30 value 390.120502
iter  40 value 383.040192
final  value 383.040056 
converged
# weights:  54 (34 variable)
initial  value 549.306144 
iter  10 value 479.983358
iter  20 value 442.858234
iter  30 value 396.126836
iter  40 value 384.005243
final  value 384.004878 
converged
# weights:  54 (34 variable)
initial  value 549.306144 
iter  10 value 476.410895
iter  20 value 444.998593
iter  30 value 401.959007
iter  40 value 384.020653
final  value 384.020601 
converged
# weights:  54 (34 variable)
initial  value 549.306144 
iter  10 value 473.786814
iter  20 value 441.981940
iter  30 value 391.201296
iter  40 value 382.880044
final  value 382.879681 
converged
# weights:  54 (34 variable)
initial  value 549.306144 
iter  10 value 476.388860
iter  20 value 442.670193
iter  30 value 388.974127
iter  40 value 384.334190
final  value 384.334155 
converged
# weights:  54 (34 variable)
initial  value 549.306144 
iter  10 value 478.039677
iter  20 value 444.883772
iter  30 value 398.651052
iter  40 value 383.960647
final  value 383.960597 
converged
# weights:  54 (34 variable)
initial  value 549.306144 
iter  10 value 478.485608
iter  20 value 443.855488
iter  30 value 399.324249
iter  40 value 384.008609
final  value 384.008355 
converged
# weights:  54 (34 variable)
initial  value 549.306144 
iter  10 value 478.343710
iter  20 value 441.192346
iter  30 value 394.156785
iter  40 value 383.423269
final  value 383.423224 
converged
# weights:  54 (34 variable)
initial  value 549.306144 
iter  10 value 476.109494
iter  20 value 442.528292
iter  30 value 389.555023
iter  40 value 383.026459
final  value 383.026413 
converged
# weights:  54 (34 variable)
initial  value 549.306144 
iter  10 value 477.034702
iter  20 value 442.471950
iter  30 value 391.362118
iter  40 value 384.033770
final  value 384.033755 
converged
# weights:  54 (34 variable)
initial  value 549.306144 
iter  10 value 477.512494
iter  20 value 442.591883
iter  30 value 391.774680
iter  40 value 384.075346
final  value 384.075260 
converged
# weights:  54 (34 variable)
initial  value 549.306144 
iter  10 value 478.205478
iter  20 value 443.844345
iter  30 value 398.991033
iter  40 value 384.043388
final  value 384.043378 
converged
# weights:  54 (34 variable)
initial  value 549.306144 
iter  10 value 477.084584
iter  20 value 443.309094
iter  30 value 391.730555
iter  40 value 383.400858
final  value 383.400640 
converged
# weights:  54 (34 variable)
initial  value 549.306144 
iter  10 value 478.612322
iter  20 value 441.708773
iter  30 value 389.762335
iter  40 value 383.926904
final  value 383.926833 
converged
# weights:  54 (34 variable)
initial  value 549.306144 
iter  10 value 477.769253
iter  20 value 442.381709
iter  30 value 393.121596
iter  40 value 384.135177
final  value 384.135141 
converged
# weights:  54 (34 variable)
initial  value 549.306144 
iter  10 value 476.459527
iter  20 value 442.526448
iter  30 value 394.205645
iter  40 value 383.979068
final  value 383.979041 
converged
# weights:  54 (34 variable)
initial  value 549.306144 
iter  10 value 475.878956
iter  20 value 439.473785
iter  30 value 391.081102
iter  40 value 383.002251
final  value 383.002011 
converged
# weights:  54 (34 variable)
initial  value 549.306144 
iter  10 value 476.322257
iter  20 value 436.209783
iter  30 value 391.479417
iter  40 value 383.009625
final  value 383.009569 
converged
# weights:  54 (34 variable)
initial  value 549.306144 
iter  10 value 476.168191
iter  20 value 438.860705
iter  30 value 403.441860
iter  40 value 383.663530
final  value 383.663437 
converged
# weights:  54 (34 variable)
initial  value 549.306144 
iter  10 value 476.306014
iter  20 value 440.405928
iter  30 value 399.002702
iter  40 value 384.070072
final  value 384.069953 
converged
# weights:  54 (34 variable)
initial  value 549.306144 
iter  10 value 477.291505
iter  20 value 441.783901
iter  30 value 393.695029
iter  40 value 384.050498
final  value 384.050348 
converged
# weights:  54 (34 variable)
initial  value 549.306144 
iter  10 value 476.983902
iter  20 value 445.182589
iter  30 value 391.650349
iter  40 value 383.406551
final  value 383.406504 
converged
# weights:  54 (34 variable)
initial  value 549.306144 
iter  10 value 477.868442
iter  20 value 442.823070
iter  30 value 394.560624
iter  40 value 384.222351
final  value 384.222156 
converged
# weights:  54 (34 variable)
initial  value 549.306144 
iter  10 value 477.340454
iter  20 value 443.960266
iter  30 value 394.699955
iter  40 value 383.868972
final  value 383.868818 
converged
# weights:  54 (34 variable)
initial  value 549.306144 
iter  10 value 479.595472
iter  20 value 442.793205
iter  30 value 393.551566
iter  40 value 382.961687
final  value 382.961561 
converged
# weights:  54 (34 variable)
initial  value 549.306144 
iter  10 value 477.574955
iter  20 value 442.269639
iter  30 value 390.850019
iter  40 value 384.038716
final  value 384.038443 
converged
# weights:  54 (34 variable)
initial  value 549.306144 
iter  10 value 477.904072
iter  20 value 442.251122
iter  30 value 394.853901
iter  40 value 383.854792
final  value 383.854400 
converged
# weights:  48 (30 variable)
initial  value 549.306144 
iter  10 value 478.579133
iter  20 value 433.061568
iter  30 value 389.715870
final  value 385.788391 
converged
# weights:  45 (28 variable)
initial  value 549.306144 
iter  10 value 485.148870
iter  20 value 400.256763
iter  30 value 388.506039
final  value 387.668597 
converged
# weights:  45 (28 variable)
initial  value 549.306144 
iter  10 value 477.520325
iter  20 value 426.747435
iter  30 value 388.741650
final  value 387.099656 
converged
# weights:  45 (28 variable)
initial  value 549.306144 
iter  10 value 477.433790
iter  20 value 422.069123
iter  30 value 388.466079
final  value 388.413459 
converged
# weights:  45 (28 variable)
initial  value 549.306144 
iter  10 value 481.464098
iter  20 value 418.797191
iter  30 value 390.201891
final  value 389.439240 
converged
# weights:  45 (28 variable)
initial  value 549.306144 
iter  10 value 476.790110
iter  20 value 421.604513
iter  30 value 388.399231
final  value 387.625627 
converged
# weights:  45 (28 variable)
initial  value 549.306144 
iter  10 value 479.188341
iter  20 value 413.050095
iter  30 value 390.651689
final  value 388.877047 
converged
# weights:  45 (28 variable)
initial  value 549.306144 
iter  10 value 478.950516
iter  20 value 413.241911
iter  30 value 392.062681
final  value 391.761268 
converged
# weights:  45 (28 variable)
initial  value 549.306144 
iter  10 value 483.370545
iter  20 value 441.033402
iter  30 value 397.184770
final  value 395.126580 
converged
# weights:  45 (28 variable)
initial  value 549.306144 
iter  10 value 479.028425
iter  20 value 427.537883
iter  30 value 387.549847
final  value 387.302773 
converged
# weights:  45 (28 variable)
initial  value 549.306144 
iter  10 value 484.453621
iter  20 value 440.454131
iter  30 value 402.167232
final  value 401.031474 
converged
# weights:  45 (28 variable)
initial  value 549.306144 
iter  10 value 481.392984
iter  20 value 451.625384
iter  30 value 412.770282
final  value 412.632491 
converged
# weights:  45 (28 variable)
initial  value 549.306144 
iter  10 value 471.751660
iter  20 value 432.387017
iter  30 value 397.332099
final  value 397.217861 
converged
# weights:  45 (28 variable)
initial  value 549.306144 
iter  10 value 482.899543
iter  20 value 438.364234
iter  30 value 400.712526
final  value 400.483867 
converged
# weights:  45 (28 variable)
initial  value 549.306144 
iter  10 value 484.163282
iter  20 value 444.689215
iter  30 value 408.794816
final  value 408.660231 
converged
# weights:  51 (32 variable)
initial  value 549.306144 
iter  10 value 478.126322
iter  20 value 438.686122
iter  30 value 390.994339
iter  40 value 385.240522
iter  40 value 385.240521
iter  40 value 385.240521
final  value 385.240521 
converged
# weights:  51 (32 variable)
initial  value 549.306144 
iter  10 value 478.449148
iter  20 value 442.958792
iter  30 value 393.821222
iter  40 value 385.311862
iter  40 value 385.311860
iter  40 value 385.311860
final  value 385.311860 
converged
# weights:  51 (32 variable)
initial  value 549.306144 
iter  10 value 475.322802
iter  20 value 439.208276
iter  30 value 392.571199
iter  40 value 384.804224
iter  40 value 384.804224
iter  40 value 384.804224
final  value 384.804224 
converged
# weights:  51 (32 variable)
initial  value 549.306144 
iter  10 value 477.284711
iter  20 value 444.563944
iter  30 value 389.614440
iter  40 value 385.223899
iter  40 value 385.223896
iter  40 value 385.223896
final  value 385.223896 
converged
# weights:  51 (32 variable)
initial  value 549.306144 
iter  10 value 478.556824
iter  20 value 438.830330
iter  30 value 390.718655
iter  40 value 385.312167
iter  40 value 385.312164
iter  40 value 385.312164
final  value 385.312164 
converged
# weights:  51 (32 variable)
initial  value 549.306144 
iter  10 value 478.356051
iter  20 value 440.468584
iter  30 value 391.729302
iter  40 value 385.657356
iter  40 value 385.657355
iter  40 value 385.657355
final  value 385.657355 
converged
# weights:  51 (32 variable)
initial  value 549.306144 
iter  10 value 477.646159
iter  20 value 437.733024
iter  30 value 388.404530
iter  40 value 385.784708
iter  40 value 385.784708
iter  40 value 385.784708
final  value 385.784708 
converged
# weights:  51 (32 variable)
initial  value 549.306144 
iter  10 value 480.208469
iter  20 value 438.432661
iter  30 value 391.101452
iter  40 value 385.383529
iter  40 value 385.383527
iter  40 value 385.383527
final  value 385.383527 
converged
# weights:  51 (32 variable)
initial  value 549.306144 
iter  10 value 478.929945
iter  20 value 441.576855
iter  30 value 392.172938
iter  40 value 384.486615
iter  40 value 384.486614
iter  40 value 384.486614
final  value 384.486614 
converged
# weights:  51 (32 variable)
initial  value 549.306144 
iter  10 value 479.005659
iter  20 value 440.409696
iter  30 value 395.384364
iter  40 value 385.457821
final  value 385.457805 
converged
# weights:  51 (32 variable)
initial  value 549.306144 
iter  10 value 477.772460
iter  20 value 440.670172
iter  30 value 391.735259
iter  40 value 385.422303
iter  40 value 385.422302
iter  40 value 385.422302
final  value 385.422302 
converged
# weights:  51 (32 variable)
initial  value 549.306144 
iter  10 value 475.619002
iter  20 value 433.655740
iter  30 value 388.608199
iter  40 value 384.226890
iter  40 value 384.226887
iter  40 value 384.226887
final  value 384.226887 
converged
# weights:  51 (32 variable)
initial  value 549.306144 
iter  10 value 480.674033
iter  20 value 441.028629
iter  30 value 392.998818
iter  40 value 385.781805
final  value 385.781801 
converged
# weights:  51 (32 variable)
initial  value 549.306144 
iter  10 value 481.007245
iter  20 value 439.864576
iter  30 value 394.661069
iter  40 value 385.329041
final  value 385.329015 
converged
# weights:  51 (32 variable)
initial  value 549.306144 
iter  10 value 479.915544
iter  20 value 435.988206
iter  30 value 392.954004
iter  40 value 385.372747
final  value 385.372720 
converged
# weights:  51 (32 variable)
initial  value 549.306144 
iter  10 value 480.218350
iter  20 value 435.490280
iter  30 value 389.628478
iter  40 value 384.827705
final  value 384.827696 
converged
# weights:  51 (32 variable)
initial  value 549.306144 
iter  10 value 477.191156
iter  20 value 434.872537
iter  30 value 391.055575
iter  40 value 384.593702
iter  40 value 384.593699
iter  40 value 384.593699
final  value 384.593699 
converged
# weights:  51 (32 variable)
initial  value 549.306144 
iter  10 value 478.237603
iter  20 value 435.697711
iter  30 value 389.486853
iter  40 value 385.520708
iter  40 value 385.520704
iter  40 value 385.520704
final  value 385.520704 
converged
# weights:  51 (32 variable)
initial  value 549.306144 
iter  10 value 479.119954
iter  20 value 433.826254
iter  30 value 396.913897
iter  40 value 385.479279
iter  40 value 385.479277
iter  40 value 385.479277
final  value 385.479277 
converged
# weights:  51 (32 variable)
initial  value 549.306144 
iter  10 value 482.058436
iter  20 value 438.328621
iter  30 value 388.343547
iter  40 value 385.467917
iter  40 value 385.467916
iter  40 value 385.467916
final  value 385.467916 
converged
# weights:  51 (32 variable)
initial  value 549.306144 
iter  10 value 477.713518
iter  20 value 439.549484
iter  30 value 389.633127
iter  40 value 385.160126
iter  40 value 385.160124
iter  40 value 385.160124
final  value 385.160124 
converged
# weights:  51 (32 variable)
initial  value 549.306144 
iter  10 value 479.996851
iter  20 value 435.488550
iter  30 value 390.157004
iter  40 value 385.302916
final  value 385.302910 
converged
# weights:  51 (32 variable)
initial  value 549.306144 
iter  10 value 479.226542
iter  20 value 422.421383
iter  30 value 391.683648
iter  40 value 385.651764
iter  40 value 385.651763
iter  40 value 385.651763
final  value 385.651763 
converged
# weights:  51 (32 variable)
initial  value 549.306144 
iter  10 value 477.515425
iter  20 value 431.341291
iter  30 value 390.016345
iter  40 value 385.583031
iter  40 value 385.583030
iter  40 value 385.583030
final  value 385.583030 
converged
# weights:  51 (32 variable)
initial  value 549.306144 
iter  10 value 477.599335
iter  20 value 421.409776
iter  30 value 397.364550
iter  40 value 384.632672
iter  40 value 384.632669
iter  40 value 384.632669
final  value 384.632669 
converged
# weights:  51 (32 variable)
initial  value 549.306144 
iter  10 value 478.604445
iter  20 value 430.377804
iter  30 value 387.676625
iter  40 value 384.598669
iter  40 value 384.598669
iter  40 value 384.598669
final  value 384.598669 
converged
# weights:  51 (32 variable)
initial  value 549.306144 
iter  10 value 477.471441
iter  20 value 440.032924
iter  30 value 402.341306
iter  40 value 385.022510
iter  40 value 385.022509
iter  40 value 385.022509
final  value 385.022509 
converged
# weights:  51 (32 variable)
initial  value 549.306144 
iter  10 value 477.018964
iter  20 value 432.831366
iter  30 value 388.043765
iter  40 value 385.502620
iter  40 value 385.502619
iter  40 value 385.502619
final  value 385.502619 
converged
# weights:  51 (32 variable)
initial  value 549.306144 
iter  10 value 478.621458
iter  20 value 436.217748
iter  30 value 397.768030
final  value 385.384929 
converged
# weights:  51 (32 variable)
initial  value 549.306144 
iter  10 value 478.247137
iter  20 value 420.521740
iter  30 value 390.278724
iter  40 value 384.722214
iter  40 value 384.722212
iter  40 value 384.722212
final  value 384.722212 
converged
# weights:  51 (32 variable)
initial  value 549.306144 
iter  10 value 479.499656
iter  20 value 433.898327
iter  30 value 388.420590
iter  40 value 385.646187
iter  40 value 385.646185
iter  40 value 385.646185
final  value 385.646185 
converged
# weights:  51 (32 variable)
initial  value 549.306144 
iter  10 value 477.277347
iter  20 value 439.474657
iter  30 value 390.850341
iter  40 value 384.341071
final  value 384.341067 
converged
# weights:  51 (32 variable)
initial  value 549.306144 
iter  10 value 479.006262
iter  20 value 434.328181
iter  30 value 391.831528
iter  40 value 385.351693
final  value 385.351689 
converged
# weights:  51 (32 variable)
initial  value 549.306144 
iter  10 value 481.749805
iter  20 value 443.469608
iter  30 value 393.974766
iter  40 value 384.824683
iter  40 value 384.824680
iter  40 value 384.824680
final  value 384.824680 
converged
# weights:  51 (32 variable)
initial  value 549.306144 
iter  10 value 479.003912
iter  20 value 433.024305
iter  30 value 392.768953
iter  40 value 385.419372
final  value 385.419356 
converged
# weights:  51 (32 variable)
initial  value 549.306144 
iter  10 value 479.676142
iter  20 value 435.538856
iter  30 value 388.079981
iter  40 value 385.440093
iter  40 value 385.440093
iter  40 value 385.440093
final  value 385.440093 
converged
# weights:  45 (28 variable)
initial  value 549.306144 
iter  10 value 477.520325
iter  20 value 426.747435
iter  30 value 388.741650
final  value 387.099656 
converged
# weights:  42 (26 variable)
initial  value 549.306144 
iter  10 value 474.342119
iter  20 value 405.728945
iter  30 value 389.015735
final  value 389.010049 
converged
# weights:  42 (26 variable)
initial  value 549.306144 
iter  10 value 475.845699
iter  20 value 412.149977
iter  30 value 389.491168
final  value 389.485581 
converged
# weights:  42 (26 variable)
initial  value 549.306144 
iter  10 value 482.877638
iter  20 value 422.752863
iter  30 value 390.772686
final  value 390.764005 
converged
# weights:  42 (26 variable)
initial  value 549.306144 
iter  10 value 478.069733
iter  20 value 421.674841
iter  30 value 388.767733
final  value 388.748331 
converged
# weights:  42 (26 variable)
initial  value 549.306144 
iter  10 value 481.017537
iter  20 value 412.842945
iter  30 value 390.193253
final  value 390.179465 
converged
# weights:  42 (26 variable)
initial  value 549.306144 
iter  10 value 478.197736
iter  20 value 418.354389
iter  30 value 392.735372
final  value 392.735043 
converged
# weights:  42 (26 variable)
initial  value 549.306144 
iter  10 value 483.989211
iter  20 value 437.776435
iter  30 value 396.263562
final  value 396.251690 
converged
# weights:  42 (26 variable)
initial  value 549.306144 
iter  10 value 476.199346
iter  20 value 411.050525
iter  30 value 388.650045
final  value 388.648020 
converged
# weights:  42 (26 variable)
initial  value 549.306144 
iter  10 value 479.583003
iter  20 value 427.671730
iter  30 value 402.506162
final  value 402.501199 
converged
# weights:  42 (26 variable)
initial  value 549.306144 
iter  10 value 476.727470
iter  20 value 438.579551
iter  30 value 413.943798
final  value 413.939846 
converged
# weights:  42 (26 variable)
initial  value 549.306144 
iter  10 value 494.923256
iter  20 value 421.980805
iter  30 value 398.276441
final  value 398.232301 
converged
# weights:  42 (26 variable)
initial  value 549.306144 
iter  10 value 481.273078
iter  20 value 443.379539
iter  30 value 402.048090
final  value 402.037697 
converged
# weights:  42 (26 variable)
initial  value 549.306144 
iter  10 value 480.805595
iter  20 value 437.804925
iter  30 value 409.478951
final  value 409.477765 
converged
# weights:  48 (30 variable)
initial  value 549.306144 
iter  10 value 478.579133
iter  20 value 433.061568
iter  30 value 389.715870
final  value 385.788391 
converged
# weights:  48 (30 variable)
initial  value 549.306144 
iter  10 value 477.536595
iter  20 value 444.623481
iter  30 value 392.772518
final  value 386.579569 
converged
# weights:  48 (30 variable)
initial  value 549.306144 
iter  10 value 486.987572
iter  20 value 432.697409
iter  30 value 389.983829
final  value 386.617728 
converged
# weights:  48 (30 variable)
initial  value 549.306144 
iter  10 value 481.932154
iter  20 value 436.277515
iter  30 value 391.782018
final  value 386.260644 
converged
# weights:  48 (30 variable)
initial  value 549.306144 
iter  10 value 477.024898
iter  20 value 438.941659
iter  30 value 389.131768
final  value 386.527825 
converged
# weights:  48 (30 variable)
initial  value 549.306144 
iter  10 value 482.699827
iter  20 value 447.373824
iter  30 value 389.429309
final  value 386.683536 
converged
# weights:  48 (30 variable)
initial  value 549.306144 
iter  10 value 476.870924
iter  20 value 438.208620
iter  30 value 397.422922
final  value 386.927872 
converged
# weights:  48 (30 variable)
initial  value 549.306144 
iter  10 value 478.534560
iter  20 value 437.184741
iter  30 value 390.153895
final  value 387.091653 
converged
# weights:  48 (30 variable)
initial  value 549.306144 
iter  10 value 479.866856
iter  20 value 435.374368
iter  30 value 389.051495
final  value 386.650892 
converged
# weights:  48 (30 variable)
initial  value 549.306144 
iter  10 value 478.016401
iter  20 value 440.148486
iter  30 value 389.289302
final  value 385.819981 
converged
# weights:  48 (30 variable)
initial  value 549.306144 
iter  10 value 478.593351
iter  20 value 444.568366
iter  30 value 395.149537
final  value 386.816539 
converged
# weights:  48 (30 variable)
initial  value 549.306144 
iter  10 value 477.387365
iter  20 value 437.802568
iter  30 value 391.227292
final  value 386.695445 
converged
# weights:  48 (30 variable)
initial  value 549.306144 
iter  10 value 475.279258
iter  20 value 429.661557
iter  30 value 390.051543
final  value 385.579458 
converged
# weights:  48 (30 variable)
initial  value 549.306144 
iter  10 value 478.569505
iter  20 value 440.759275
iter  30 value 393.344623
final  value 387.091217 
converged
# weights:  48 (30 variable)
initial  value 549.306144 
iter  10 value 479.554967
iter  20 value 437.583056
iter  30 value 389.351533
final  value 386.659090 
converged
# weights:  48 (30 variable)
initial  value 549.306144 
iter  10 value 478.736548
iter  20 value 433.306957
iter  30 value 392.592029
final  value 386.734096 
converged
# weights:  48 (30 variable)
initial  value 549.306144 
iter  10 value 480.256358
iter  20 value 431.195062
iter  30 value 389.759269
final  value 386.107352 
converged
# weights:  48 (30 variable)
initial  value 549.306144 
iter  10 value 478.587268
iter  20 value 431.481564
iter  30 value 388.558849
final  value 385.935894 
converged
# weights:  48 (30 variable)
initial  value 549.306144 
iter  10 value 478.056664
iter  20 value 433.722780
iter  30 value 391.259674
final  value 386.817362 
converged
# weights:  48 (30 variable)
initial  value 549.306144 
iter  10 value 477.222834
iter  20 value 430.095081
iter  30 value 389.510670
final  value 386.859543 
converged
# weights:  48 (30 variable)
initial  value 549.306144 
iter  10 value 477.225675
iter  20 value 431.161263
iter  30 value 389.138153
final  value 386.818279 
converged
# weights:  48 (30 variable)
initial  value 549.306144 
iter  10 value 478.906983
iter  20 value 439.832184
iter  30 value 389.070221
final  value 386.442297 
converged
# weights:  48 (30 variable)
initial  value 549.306144 
iter  10 value 479.845528
iter  20 value 432.324405
iter  30 value 389.296354
final  value 386.607099 
converged
# weights:  48 (30 variable)
initial  value 549.306144 
iter  10 value 478.902538
iter  20 value 423.880068
iter  30 value 390.786737
final  value 387.002053 
converged
# weights:  48 (30 variable)
initial  value 549.306144 
iter  10 value 478.917706
iter  20 value 427.138848
iter  30 value 391.477983
final  value 386.854718 
converged
# weights:  48 (30 variable)
initial  value 549.306144 
iter  10 value 476.465840
iter  20 value 426.051377
iter  30 value 391.554876
final  value 385.956723 
converged
# weights:  48 (30 variable)
initial  value 549.306144 
iter  10 value 479.725884
iter  20 value 427.499010
iter  30 value 389.250354
final  value 385.819934 
converged
# weights:  48 (30 variable)
initial  value 549.306144 
iter  10 value 478.179969
iter  20 value 434.743883
iter  30 value 390.708141
final  value 386.279847 
converged
# weights:  48 (30 variable)
initial  value 549.306144 
iter  10 value 478.126034
iter  20 value 432.572194
iter  30 value 389.373685
final  value 386.828954 
converged
# weights:  48 (30 variable)
initial  value 549.306144 
iter  10 value 477.660721
iter  20 value 430.065318
iter  30 value 392.170355
final  value 386.747161 
converged
# weights:  48 (30 variable)
initial  value 549.306144 
iter  10 value 478.545467
iter  20 value 419.486053
iter  30 value 388.435090
final  value 386.123253 
converged
# weights:  48 (30 variable)
initial  value 549.306144 
iter  10 value 478.779148
iter  20 value 433.174016
iter  30 value 389.781841
final  value 386.911889 
converged
# weights:  48 (30 variable)
initial  value 549.306144 
iter  10 value 477.531369
iter  20 value 437.896203
iter  30 value 392.542983
final  value 385.871158 
converged
# weights:  48 (30 variable)
initial  value 549.306144 
iter  10 value 478.309920
iter  20 value 430.974459
iter  30 value 388.583305
final  value 386.485362 
converged
# weights:  48 (30 variable)
initial  value 549.306144 
iter  10 value 479.154261
iter  20 value 431.787589
iter  30 value 390.058570
final  value 385.884952 
converged
# weights:  48 (30 variable)
initial  value 549.306144 
iter  10 value 478.280764
iter  20 value 432.034494
iter  30 value 390.654894
final  value 386.767465 
converged
# weights:  48 (30 variable)
initial  value 549.306144 
iter  10 value 478.573720
iter  20 value 429.480272
iter  30 value 389.213055
final  value 386.727677 
converged
# weights:  42 (26 variable)
initial  value 549.306144 
iter  10 value 476.199346
iter  20 value 411.050525
iter  30 value 388.650045
final  value 388.648020 
converged
# weights:  39 (24 variable)
initial  value 549.306144 
iter  10 value 475.688224
iter  20 value 418.076379
iter  30 value 390.296147
final  value 390.295803 
converged
# weights:  39 (24 variable)
initial  value 549.306144 
iter  10 value 458.259409
iter  20 value 413.180719
iter  30 value 391.115363
final  value 391.115314 
converged
# weights:  39 (24 variable)
initial  value 549.306144 
iter  10 value 478.860428
iter  20 value 422.649010
iter  30 value 392.493046
final  value 392.493009 
converged
# weights:  39 (24 variable)
initial  value 549.306144 
iter  10 value 472.306860
iter  20 value 421.625866
iter  30 value 390.091605
final  value 390.091524 
converged
# weights:  39 (24 variable)
initial  value 549.306144 
iter  10 value 458.026204
iter  20 value 421.334415
iter  30 value 391.796071
final  value 391.796018 
converged
# weights:  39 (24 variable)
initial  value 549.306144 
iter  10 value 476.886913
iter  20 value 411.112786
iter  30 value 394.097772
iter  30 value 394.097769
iter  30 value 394.097769
final  value 394.097769 
converged
# weights:  39 (24 variable)
initial  value 549.306144 
iter  10 value 482.804977
iter  20 value 424.392826
iter  30 value 397.892996
final  value 397.892586 
converged
# weights:  39 (24 variable)
initial  value 549.306144 
iter  10 value 480.447239
iter  20 value 422.287598
iter  30 value 403.934111
final  value 403.934031 
converged
# weights:  39 (24 variable)
initial  value 549.306144 
iter  10 value 482.585874
iter  20 value 433.180847
iter  30 value 415.936553
final  value 415.936490 
converged
# weights:  39 (24 variable)
initial  value 549.306144 
iter  10 value 472.201793
iter  20 value 414.661016
iter  30 value 399.735529
final  value 399.735509 
converged
# weights:  39 (24 variable)
initial  value 549.306144 
iter  10 value 482.499205
iter  20 value 435.308992
iter  30 value 403.476459
final  value 403.476312 
converged
# weights:  39 (24 variable)
initial  value 549.306144 
iter  10 value 482.741264
iter  20 value 426.461722
iter  30 value 411.140139
final  value 411.140127 
converged
# weights:  45 (28 variable)
initial  value 549.306144 
iter  10 value 479.028425
iter  20 value 427.537883
iter  30 value 387.549847
final  value 387.302773 
converged
# weights:  45 (28 variable)
initial  value 549.306144 
iter  10 value 477.155086
iter  20 value 427.651045
iter  30 value 388.160613
final  value 388.044228 
converged
# weights:  45 (28 variable)
initial  value 549.306144 
iter  10 value 478.499295
iter  20 value 430.088625
iter  30 value 388.833071
final  value 388.156043 
converged
# weights:  45 (28 variable)
initial  value 549.306144 
iter  10 value 476.982289
iter  20 value 411.380981
iter  30 value 388.410038
final  value 387.759748 
converged
# weights:  45 (28 variable)
initial  value 549.306144 
iter  10 value 478.799780
iter  20 value 415.133313
iter  30 value 388.716887
final  value 387.986092 
converged
# weights:  45 (28 variable)
initial  value 549.306144 
iter  10 value 475.808073
iter  20 value 426.297576
iter  30 value 388.384700
final  value 388.153346 
converged
# weights:  45 (28 variable)
initial  value 549.306144 
iter  10 value 477.573265
iter  20 value 415.571519
iter  30 value 388.576637
final  value 388.444454 
converged
# weights:  45 (28 variable)
initial  value 549.306144 
iter  10 value 477.404149
iter  20 value 433.465180
iter  30 value 389.686980
final  value 388.644862 
converged
# weights:  45 (28 variable)
initial  value 549.306144 
iter  10 value 479.913338
iter  20 value 427.023175
iter  30 value 389.464540
final  value 388.236133 
converged
# weights:  45 (28 variable)
initial  value 549.306144 
iter  10 value 477.566915
iter  20 value 431.665885
iter  30 value 387.765645
final  value 387.391365 
converged
# weights:  45 (28 variable)
initial  value 549.306144 
iter  10 value 480.902467
iter  20 value 437.286898
iter  30 value 388.357866
final  value 388.239255 
converged
# weights:  45 (28 variable)
initial  value 549.306144 
iter  10 value 475.890143
iter  20 value 434.067824
iter  30 value 388.643287
final  value 388.232380 
converged
# weights:  45 (28 variable)
initial  value 549.306144 
iter  10 value 477.363433
iter  20 value 425.469100
iter  30 value 387.538167
final  value 387.143614 
converged
# weights:  45 (28 variable)
initial  value 549.306144 
iter  10 value 479.537135
iter  20 value 432.600911
iter  30 value 388.725632
final  value 388.643934 
converged
# weights:  45 (28 variable)
initial  value 549.306144 
iter  10 value 476.204990
iter  20 value 414.921036
iter  30 value 388.568011
final  value 388.068117 
converged
# weights:  45 (28 variable)
initial  value 549.306144 
iter  10 value 479.689717
iter  20 value 427.941767
iter  30 value 389.110377
final  value 388.401116 
converged
# weights:  45 (28 variable)
initial  value 549.306144 
iter  10 value 479.862225
iter  20 value 415.883638
iter  30 value 388.108104
final  value 387.697552 
converged
# weights:  45 (28 variable)
initial  value 549.306144 
iter  10 value 477.583430
iter  20 value 439.344449
iter  30 value 388.118776
final  value 387.463120 
converged
# weights:  45 (28 variable)
initial  value 549.306144 
iter  10 value 477.004125
iter  20 value 421.152761
iter  30 value 388.964975
final  value 388.286993 
converged
# weights:  45 (28 variable)
initial  value 549.306144 
iter  10 value 477.175414
iter  20 value 426.135842
iter  30 value 388.644035
final  value 388.504772 
converged
# weights:  45 (28 variable)
initial  value 549.306144 
iter  10 value 477.685467
iter  20 value 424.170944
iter  30 value 388.729633
final  value 388.411990 
converged
# weights:  45 (28 variable)
initial  value 549.306144 
iter  10 value 477.999740
iter  20 value 423.702290
iter  30 value 388.633748
final  value 387.797253 
converged
# weights:  45 (28 variable)
initial  value 549.306144 
iter  10 value 479.738188
iter  20 value 430.903452
iter  30 value 388.155072
final  value 388.033579 
converged
# weights:  45 (28 variable)
initial  value 549.306144 
iter  10 value 480.685225
iter  20 value 414.737736
iter  30 value 391.316792
final  value 388.501420 
converged
# weights:  45 (28 variable)
initial  value 549.306144 
iter  10 value 478.646449
iter  20 value 428.256046
iter  30 value 388.581685
final  value 388.294914 
converged
# weights:  45 (28 variable)
initial  value 549.306144 
iter  10 value 475.949067
iter  20 value 418.132446
iter  30 value 388.045485
final  value 387.395297 
converged
# weights:  45 (28 variable)
initial  value 549.306144 
iter  10 value 477.520325
iter  20 value 426.747435
iter  30 value 388.741650
final  value 387.099656 
converged
# weights:  45 (28 variable)
initial  value 549.306144 
iter  10 value 477.381747
iter  20 value 426.678733
iter  30 value 388.239474
final  value 387.588473 
converged
# weights:  45 (28 variable)
initial  value 549.306144 
iter  10 value 476.604534
iter  20 value 416.293228
iter  30 value 387.699951
final  value 387.446466 
converged
# weights:  45 (28 variable)
initial  value 549.306144 
iter  10 value 475.850415
iter  20 value 426.014393
iter  30 value 388.457580
final  value 388.403901 
converged
# weights:  45 (28 variable)
initial  value 549.306144 
iter  10 value 476.333979
iter  20 value 422.455040
iter  30 value 388.990482
final  value 388.276863 
converged
# weights:  45 (28 variable)
initial  value 549.306144 
iter  10 value 479.323837
iter  20 value 417.270984
iter  30 value 388.172731
final  value 388.056265 
converged
# weights:  45 (28 variable)
initial  value 549.306144 
iter  10 value 477.518953
iter  20 value 420.860056
iter  30 value 389.695914
final  value 388.432248 
converged
# weights:  45 (28 variable)
initial  value 549.306144 
iter  10 value 476.379128
iter  20 value 426.941931
iter  30 value 388.579565
final  value 387.501863 
converged
# weights:  45 (28 variable)
initial  value 549.306144 
iter  10 value 477.249118
iter  20 value 418.735260
iter  30 value 388.474716
final  value 387.975865 
converged
# weights:  45 (28 variable)
initial  value 549.306144 
iter  10 value 478.531383
iter  20 value 422.524169
iter  30 value 387.683509
final  value 387.318885 
converged
# weights:  45 (28 variable)
initial  value 549.306144 
iter  10 value 477.952633
iter  20 value 433.910245
iter  30 value 389.663677
final  value 388.356091 
converged
# weights:  45 (28 variable)
initial  value 549.306144 
iter  10 value 477.156470
iter  20 value 427.702696
iter  30 value 388.587127
final  value 388.281442 
converged
# weights:  39 (24 variable)
initial  value 549.306144 
iter  10 value 472.306860
iter  20 value 421.625866
iter  30 value 390.091605
final  value 390.091524 
converged
# weights:  36 (22 variable)
initial  value 549.306144 
iter  10 value 442.815108
iter  20 value 407.166965
final  value 391.774289 
converged
# weights:  36 (22 variable)
initial  value 549.306144 
iter  10 value 458.609857
iter  20 value 407.881483
iter  30 value 392.301975
iter  30 value 392.301974
iter  30 value 392.301974
final  value 392.301974 
converged
# weights:  36 (22 variable)
initial  value 549.306144 
iter  10 value 457.409696
iter  20 value 415.768981
final  value 393.799186 
converged
# weights:  36 (22 variable)
initial  value 549.306144 
iter  10 value 452.518535
iter  20 value 416.595560
iter  30 value 393.416517
iter  30 value 393.416517
iter  30 value 393.416517
final  value 393.416517 
converged
# weights:  36 (22 variable)
initial  value 549.306144 
iter  10 value 473.108041
iter  20 value 413.381835
final  value 395.281058 
converged
# weights:  36 (22 variable)
initial  value 549.306144 
iter  10 value 479.665792
iter  20 value 424.958514
iter  30 value 399.360200
iter  30 value 399.360199
iter  30 value 399.360199
final  value 399.360199 
converged
# weights:  36 (22 variable)
initial  value 549.306144 
iter  10 value 474.269128
iter  20 value 425.551992
iter  30 value 405.567608
iter  30 value 405.567605
iter  30 value 405.567605
final  value 405.567605 
converged
# weights:  36 (22 variable)
initial  value 549.306144 
iter  10 value 473.640481
iter  20 value 439.361107
final  value 416.904088 
converged
# weights:  36 (22 variable)
initial  value 549.306144 
iter  10 value 475.655211
iter  20 value 420.647992
final  value 400.397721 
converged
# weights:  36 (22 variable)
initial  value 549.306144 
iter  10 value 479.750922
iter  20 value 426.021305
final  value 405.650538 
converged
# weights:  36 (22 variable)
initial  value 549.306144 
iter  10 value 478.248381
iter  20 value 426.690750
iter  30 value 411.724404
iter  30 value 411.724403
iter  30 value 411.724403
final  value 411.724403 
converged
# weights:  42 (26 variable)
initial  value 549.306144 
iter  10 value 475.075863
iter  20 value 415.271979
iter  30 value 388.926671
final  value 388.915513 
converged
# weights:  42 (26 variable)
initial  value 549.306144 
iter  10 value 476.329436
iter  20 value 408.038744
iter  30 value 389.538021
final  value 389.532169 
converged
# weights:  42 (26 variable)
initial  value 549.306144 
iter  10 value 461.511261
iter  20 value 409.678304
iter  30 value 389.584637
final  value 389.567614 
converged
# weights:  42 (26 variable)
initial  value 549.306144 
iter  10 value 483.447607
iter  20 value 411.817170
iter  30 value 389.110836
final  value 389.084027 
converged
# weights:  42 (26 variable)
initial  value 549.306144 
iter  10 value 475.957767
iter  20 value 431.504190
iter  30 value 389.423314
final  value 389.411851 
converged
# weights:  42 (26 variable)
initial  value 549.306144 
iter  10 value 475.483490
iter  20 value 406.313534
iter  30 value 389.609772
final  value 389.607161 
converged
# weights:  42 (26 variable)
initial  value 549.306144 
iter  10 value 485.906705
iter  20 value 416.503976
iter  30 value 389.946745
final  value 389.915254 
converged
# weights:  42 (26 variable)
initial  value 549.306144 
iter  10 value 476.468312
iter  20 value 417.124022
iter  30 value 390.093967
final  value 390.085749 
converged
# weights:  42 (26 variable)
initial  value 549.306144 
iter  10 value 465.159395
iter  20 value 417.659765
iter  30 value 389.605936
final  value 389.605402 
converged
# weights:  42 (26 variable)
initial  value 549.306144 
iter  10 value 478.396688
iter  20 value 410.588461
iter  30 value 388.813697
final  value 388.804026 
converged
# weights:  42 (26 variable)
initial  value 549.306144 
iter  10 value 473.660712
iter  20 value 414.933944
iter  30 value 389.724731
final  value 389.707797 
converged
# weights:  42 (26 variable)
initial  value 549.306144 
iter  10 value 465.985264
iter  20 value 410.371969
iter  30 value 389.545645
final  value 389.540803 
converged
# weights:  42 (26 variable)
initial  value 549.306144 
iter  10 value 482.335948
iter  20 value 404.598399
iter  30 value 388.825478
final  value 388.803992 
converged
# weights:  42 (26 variable)
initial  value 549.306144 
iter  10 value 476.199346
iter  20 value 411.050525
iter  30 value 388.650045
final  value 388.648020 
converged
# weights:  42 (26 variable)
initial  value 549.306144 
iter  10 value 477.935986
iter  20 value 410.436417
iter  30 value 390.084426
final  value 390.080052 
converged
# weights:  42 (26 variable)
initial  value 549.306144 
iter  10 value 475.176598
iter  20 value 424.836531
iter  30 value 389.481224
final  value 389.469929 
converged
# weights:  42 (26 variable)
initial  value 549.306144 
iter  10 value 477.810100
iter  20 value 411.605567
iter  30 value 389.880797
final  value 389.872609 
converged
# weights:  42 (26 variable)
initial  value 549.306144 
iter  10 value 476.874467
iter  20 value 415.572440
iter  30 value 389.145035
final  value 389.140145 
converged
# weights:  42 (26 variable)
initial  value 549.306144 
iter  10 value 474.555421
iter  20 value 408.445487
iter  30 value 388.953056
final  value 388.943593 
converged
# weights:  42 (26 variable)
initial  value 549.306144 
iter  10 value 472.608105
iter  20 value 414.155839
iter  30 value 389.781547
final  value 389.767760 
converged
# weights:  42 (26 variable)
initial  value 549.306144 
iter  10 value 472.727051
iter  20 value 412.433654
iter  30 value 389.964688
final  value 389.961195 
converged
# weights:  42 (26 variable)
initial  value 549.306144 
iter  10 value 473.667518
iter  20 value 422.670087
iter  30 value 389.887851
final  value 389.886468 
converged
# weights:  42 (26 variable)
initial  value 549.306144 
iter  10 value 477.565091
iter  20 value 415.824892
iter  30 value 389.329341
final  value 389.310997 
converged
# weights:  42 (26 variable)
initial  value 549.306144 
iter  10 value 475.710412
iter  20 value 411.766008
iter  30 value 389.448082
final  value 389.439077 
converged
# weights:  42 (26 variable)
initial  value 549.306144 
iter  10 value 483.078619
iter  20 value 421.967417
iter  30 value 390.013122
final  value 389.963037 
converged
# weights:  42 (26 variable)
initial  value 549.306144 
iter  10 value 478.017658
iter  20 value 419.210077
iter  30 value 389.729352
final  value 389.724527 
converged
# weights:  42 (26 variable)
initial  value 549.306144 
iter  10 value 479.987209
iter  20 value 405.118380
iter  30 value 388.901897
final  value 388.875419 
converged
# weights:  42 (26 variable)
initial  value 549.306144 
iter  10 value 478.069733
iter  20 value 421.674841
iter  30 value 388.767733
final  value 388.748331 
converged
# weights:  42 (26 variable)
initial  value 549.306144 
iter  10 value 474.203569
iter  20 value 411.230124
iter  30 value 389.017453
final  value 388.979809 
converged
# weights:  42 (26 variable)
initial  value 549.306144 
iter  10 value 474.632226
iter  20 value 416.331893
iter  30 value 388.895431
final  value 388.894562 
converged
# weights:  42 (26 variable)
initial  value 549.306144 
iter  10 value 472.675669
iter  20 value 425.097754
iter  30 value 389.899689
final  value 389.882122 
converged
# weights:  42 (26 variable)
initial  value 549.306144 
iter  10 value 472.523687
iter  20 value 411.951363
iter  30 value 389.733068
final  value 389.725409 
converged
# weights:  42 (26 variable)
initial  value 549.306144 
iter  10 value 473.612436
iter  20 value 408.273200
iter  30 value 389.417922
final  value 389.415441 
converged
# weights:  42 (26 variable)
initial  value 549.306144 
iter  10 value 473.679869
iter  20 value 414.976426
iter  30 value 389.968224
final  value 389.957114 
converged
# weights:  42 (26 variable)
initial  value 549.306144 
iter  10 value 473.708796
iter  20 value 420.055994
iter  30 value 389.013630
final  value 389.012745 
converged
# weights:  42 (26 variable)
initial  value 549.306144 
iter  10 value 473.363674
iter  20 value 411.695170
iter  30 value 389.289685
final  value 389.281913 
converged
# weights:  42 (26 variable)
initial  value 549.306144 
iter  10 value 474.829288
iter  20 value 416.721444
iter  30 value 388.783481
final  value 388.768166 
converged
# weights:  42 (26 variable)
initial  value 549.306144 
iter  10 value 472.948923
iter  20 value 419.623082
iter  30 value 389.830807
final  value 389.817629 
converged
# weights:  42 (26 variable)
initial  value 549.306144 
iter  10 value 474.695448
iter  20 value 416.843349
iter  30 value 389.677808
final  value 389.655608 
converged
# weights:  36 (22 variable)
initial  value 549.306144 
iter  10 value 442.815108
iter  20 value 407.166965
final  value 391.774289 
converged
# weights:  33 (20 variable)
initial  value 549.306144 
iter  10 value 442.172950
iter  20 value 397.307418
final  value 393.953852 
converged
# weights:  33 (20 variable)
initial  value 549.306144 
iter  10 value 455.408416
iter  20 value 401.484984
final  value 395.414798 
converged
# weights:  33 (20 variable)
initial  value 549.306144 
iter  10 value 451.430470
iter  20 value 399.569227
final  value 395.138564 
converged
# weights:  33 (20 variable)
initial  value 549.306144 
iter  10 value 445.082301
iter  20 value 403.292508
final  value 397.094513 
converged
# weights:  33 (20 variable)
initial  value 549.306144 
iter  10 value 449.941726
iter  20 value 415.317996
final  value 400.649245 
converged
# weights:  33 (20 variable)
initial  value 549.306144 
iter  10 value 455.250858
iter  20 value 412.407590
final  value 407.421671 
converged
# weights:  33 (20 variable)
initial  value 549.306144 
iter  10 value 466.131469
iter  20 value 420.890074
final  value 418.553574 
converged
# weights:  33 (20 variable)
initial  value 549.306144 
iter  10 value 450.167469
iter  20 value 412.208593
final  value 401.903245 
converged
# weights:  33 (20 variable)
initial  value 549.306144 
iter  10 value 449.895732
iter  20 value 410.829608
final  value 406.949386 
converged
# weights:  33 (20 variable)
initial  value 549.306144 
iter  10 value 456.748128
iter  20 value 421.336990
final  value 413.658508 
converged
# weights:  39 (24 variable)
initial  value 549.306144 
iter  10 value 472.306860
iter  20 value 421.625866
iter  30 value 390.091605
final  value 390.091524 
converged
# weights:  39 (24 variable)
initial  value 549.306144 
iter  10 value 475.932688
iter  20 value 408.855827
iter  30 value 390.522223
final  value 390.522211 
converged
# weights:  39 (24 variable)
initial  value 549.306144 
iter  10 value 473.339399
iter  20 value 408.226877
iter  30 value 391.368770
final  value 391.368764 
converged
# weights:  39 (24 variable)
initial  value 549.306144 
iter  10 value 460.767423
iter  20 value 406.278644
iter  30 value 391.244192
final  value 391.244161 
converged
# weights:  39 (24 variable)
initial  value 549.306144 
iter  10 value 449.197203
iter  20 value 413.323577
iter  30 value 390.655835
final  value 390.655821 
converged
# weights:  39 (24 variable)
initial  value 549.306144 
iter  10 value 482.928660
iter  20 value 408.764321
iter  30 value 391.009013
final  value 391.008961 
converged
# weights:  39 (24 variable)
initial  value 549.306144 
iter  10 value 476.199573
iter  20 value 419.416521
iter  30 value 391.485966
final  value 391.485958 
converged
# weights:  39 (24 variable)
initial  value 549.306144 
iter  10 value 452.494936
iter  20 value 406.999709
iter  30 value 391.526809
final  value 391.526788 
converged
# weights:  39 (24 variable)
initial  value 549.306144 
iter  10 value 472.987424
iter  20 value 408.528073
iter  30 value 391.767703
final  value 391.767617 
converged
# weights:  39 (24 variable)
initial  value 549.306144 
iter  10 value 459.479609
iter  20 value 406.949689
iter  30 value 391.365836
final  value 391.365815 
converged
# weights:  39 (24 variable)
initial  value 549.306144 
iter  10 value 457.435026
iter  20 value 410.267772
iter  30 value 390.464413
final  value 390.464398 
converged
# weights:  39 (24 variable)
initial  value 549.306144 
iter  10 value 463.209039
iter  20 value 423.401108
iter  30 value 391.382449
final  value 391.381824 
converged
# weights:  39 (24 variable)
initial  value 549.306144 
iter  10 value 474.823483
iter  20 value 408.679721
iter  30 value 391.146807
final  value 391.146754 
converged
# weights:  39 (24 variable)
initial  value 549.306144 
iter  10 value 443.137186
iter  20 value 406.742772
iter  30 value 390.566840
final  value 390.566774 
converged
# weights:  39 (24 variable)
initial  value 549.306144 
iter  10 value 475.688224
iter  20 value 418.076379
iter  30 value 390.296147
final  value 390.295803 
converged
# weights:  39 (24 variable)
initial  value 549.306144 
iter  10 value 474.440569
iter  20 value 411.542014
iter  30 value 391.751282
final  value 391.751239 
converged
# weights:  39 (24 variable)
initial  value 549.306144 
iter  10 value 463.169744
iter  20 value 411.018850
iter  30 value 391.134659
final  value 391.134618 
converged
# weights:  39 (24 variable)
initial  value 549.306144 
iter  10 value 478.672143
iter  20 value 407.790844
iter  30 value 391.501861
final  value 391.501760 
converged
# weights:  39 (24 variable)
initial  value 549.306144 
iter  10 value 473.291421
iter  20 value 416.909002
iter  30 value 390.898697
final  value 390.898665 
converged
# weights:  39 (24 variable)
initial  value 549.306144 
iter  10 value 463.561939
iter  20 value 418.100824
iter  30 value 390.626217
final  value 390.626172 
converged
# weights:  39 (24 variable)
initial  value 549.306144 
iter  10 value 446.636771
iter  20 value 407.904133
iter  30 value 391.463745
final  value 391.463703 
converged
# weights:  39 (24 variable)
initial  value 549.306144 
iter  10 value 462.911310
iter  20 value 415.513914
iter  30 value 391.666471
final  value 391.666392 
converged
# weights:  39 (24 variable)
initial  value 549.306144 
iter  10 value 469.946629
iter  20 value 416.968991
iter  30 value 391.510351
final  value 391.510231 
converged
# weights:  39 (24 variable)
initial  value 549.306144 
iter  10 value 464.980759
iter  20 value 418.193331
iter  30 value 391.009186
final  value 391.009125 
converged
# weights:  39 (24 variable)
initial  value 549.306144 
iter  10 value 467.294660
iter  20 value 406.561169
iter  30 value 391.080857
final  value 391.080819 
converged
# weights:  39 (24 variable)
initial  value 549.306144 
iter  10 value 459.246970
iter  20 value 416.900053
iter  30 value 391.619995
final  value 391.619905 
converged
# weights:  39 (24 variable)
initial  value 549.306144 
iter  10 value 454.396857
iter  20 value 415.513855
iter  30 value 391.393477
final  value 391.393424 
converged
# weights:  39 (24 variable)
initial  value 549.306144 
iter  10 value 441.792331
iter  20 value 410.086799
iter  30 value 390.624214
final  value 390.624184 
converged
# weights:  39 (24 variable)
initial  value 549.306144 
iter  10 value 479.101088
iter  20 value 408.864313
iter  30 value 390.685161
final  value 390.685098 
converged
# weights:  39 (24 variable)
initial  value 549.306144 
iter  10 value 471.121409
iter  20 value 406.702963
iter  30 value 390.625199
final  value 390.625180 
converged
# weights:  39 (24 variable)
initial  value 549.306144 
iter  10 value 457.156749
iter  20 value 406.786339
iter  30 value 390.577119
final  value 390.577092 
converged
# weights:  39 (24 variable)
initial  value 549.306144 
iter  10 value 462.113191
iter  20 value 416.403122
iter  30 value 391.558840
final  value 391.558807 
converged
# weights:  39 (24 variable)
initial  value 549.306144 
iter  10 value 449.327274
iter  20 value 416.295886
iter  30 value 391.316518
final  value 391.316388 
converged
# weights:  39 (24 variable)
initial  value 549.306144 
iter  10 value 453.454372
iter  20 value 413.788149
iter  30 value 390.913241
final  value 390.913218 
converged
# weights:  39 (24 variable)
initial  value 549.306144 
iter  10 value 453.608589
iter  20 value 409.002671
iter  30 value 391.639895
final  value 391.639798 
converged
# weights:  39 (24 variable)
initial  value 549.306144 
iter  10 value 451.509989
iter  20 value 402.807855
iter  30 value 390.558170
final  value 390.558130 
converged
# weights:  39 (24 variable)
initial  value 549.306144 
iter  10 value 460.708416
iter  20 value 420.176977
iter  30 value 390.875228
final  value 390.875151 
converged
# weights:  39 (24 variable)
initial  value 549.306144 
iter  10 value 474.766326
iter  20 value 408.957022
iter  30 value 390.621357
final  value 390.621340 
converged
# weights:  39 (24 variable)
initial  value 549.306144 
iter  10 value 463.559755
iter  20 value 417.682758
iter  30 value 391.468218
final  value 391.468167 
converged
# weights:  39 (24 variable)
initial  value 549.306144 
iter  10 value 461.563669
iter  20 value 410.016758
iter  30 value 391.328017
final  value 391.327999 
converged
# weights:  33 (20 variable)
initial  value 549.306144 
iter  10 value 442.172950
iter  20 value 397.307418
final  value 393.953852 
converged
# weights:  30 (18 variable)
initial  value 549.306144 
iter  10 value 454.357822
iter  20 value 397.778013
final  value 397.504088 
converged
# weights:  30 (18 variable)
initial  value 549.306144 
iter  10 value 450.243989
iter  20 value 397.236385
final  value 397.159526 
converged
# weights:  30 (18 variable)
initial  value 549.306144 
iter  10 value 445.452172
iter  20 value 399.566869
final  value 398.898020 
converged
# weights:  30 (18 variable)
initial  value 549.306144 
iter  10 value 448.376139
iter  20 value 405.540724
final  value 402.906636 
converged
# weights:  30 (18 variable)
initial  value 549.306144 
iter  10 value 451.909311
iter  20 value 409.845085
final  value 409.196027 
converged
# weights:  30 (18 variable)
initial  value 549.306144 
iter  10 value 457.034798
iter  20 value 421.289457
final  value 420.991163 
converged
# weights:  30 (18 variable)
initial  value 549.306144 
iter  10 value 456.291806
iter  20 value 405.189197
final  value 404.405547 
converged
# weights:  30 (18 variable)
initial  value 549.306144 
iter  10 value 451.706173
iter  20 value 409.344409
final  value 409.124837 
converged
# weights:  30 (18 variable)
initial  value 549.306144 
iter  10 value 454.553414
iter  20 value 415.366562
final  value 415.266825 
converged
# weights:  36 (22 variable)
initial  value 549.306144 
iter  10 value 458.609857
iter  20 value 407.881483
iter  30 value 392.301975
iter  30 value 392.301974
iter  30 value 392.301974
final  value 392.301974 
converged
# weights:  36 (22 variable)
initial  value 549.306144 
iter  10 value 444.019900
iter  20 value 410.162852
final  value 392.894231 
converged
# weights:  36 (22 variable)
initial  value 549.306144 
iter  10 value 443.837773
iter  20 value 404.362742
final  value 393.596553 
converged
# weights:  36 (22 variable)
initial  value 549.306144 
iter  10 value 445.058709
iter  20 value 407.174667
final  value 393.373438 
converged
# weights:  36 (22 variable)
initial  value 549.306144 
iter  10 value 449.590026
iter  20 value 408.707919
final  value 392.679868 
converged
# weights:  36 (22 variable)
initial  value 549.306144 
iter  10 value 461.745330
iter  20 value 413.015932
iter  30 value 393.179982
iter  30 value 393.179981
iter  30 value 393.179981
final  value 393.179981 
converged
# weights:  36 (22 variable)
initial  value 549.306144 
iter  10 value 442.815108
iter  20 value 407.166965
final  value 391.774289 
converged
# weights:  36 (22 variable)
initial  value 549.306144 
iter  10 value 459.679932
iter  20 value 413.693311
final  value 393.683318 
converged
# weights:  36 (22 variable)
initial  value 549.306144 
iter  10 value 453.041970
iter  20 value 414.777151
iter  30 value 393.688564
final  value 393.688559 
converged
# weights:  36 (22 variable)
initial  value 549.306144 
iter  10 value 447.641260
iter  20 value 407.622762
final  value 393.946330 
converged
# weights:  36 (22 variable)
initial  value 549.306144 
iter  10 value 441.623244
iter  20 value 402.510246
final  value 393.478426 
converged
# weights:  36 (22 variable)
initial  value 549.306144 
iter  10 value 439.574910
iter  20 value 406.883246
iter  30 value 392.588322
final  value 392.588316 
converged
# weights:  36 (22 variable)
initial  value 549.306144 
iter  10 value 446.252185
iter  20 value 405.763445
final  value 393.553001 
converged
# weights:  36 (22 variable)
initial  value 549.306144 
iter  10 value 446.002431
iter  20 value 407.306147
final  value 393.197000 
converged
# weights:  36 (22 variable)
initial  value 549.306144 
iter  10 value 435.616209
iter  20 value 405.557147
final  value 392.684720 
converged
# weights:  36 (22 variable)
initial  value 549.306144 
iter  10 value 452.293177
iter  20 value 403.763582
iter  30 value 392.715451
iter  30 value 392.715448
iter  30 value 392.715448
final  value 392.715448 
converged
# weights:  36 (22 variable)
initial  value 549.306144 
iter  10 value 451.168084
iter  20 value 404.730936
final  value 393.931643 
converged
# weights:  36 (22 variable)
initial  value 549.306144 
iter  10 value 451.843440
iter  20 value 421.901924
iter  30 value 393.203165
iter  30 value 393.203165
iter  30 value 393.203165
final  value 393.203165 
converged
# weights:  36 (22 variable)
initial  value 549.306144 
iter  10 value 440.547313
iter  20 value 409.749181
final  value 393.783152 
converged
# weights:  36 (22 variable)
initial  value 549.306144 
iter  10 value 457.765031
iter  20 value 410.744733
iter  30 value 393.032691
iter  30 value 393.032689
iter  30 value 393.032689
final  value 393.032689 
converged
# weights:  36 (22 variable)
initial  value 549.306144 
iter  10 value 448.983483
iter  20 value 408.948996
final  value 392.466353 
converged
# weights:  36 (22 variable)
initial  value 549.306144 
iter  10 value 444.679428
iter  20 value 400.696332
final  value 393.693662 
converged
# weights:  36 (22 variable)
initial  value 549.306144 
iter  10 value 453.208795
iter  20 value 411.549390
iter  30 value 393.886849
iter  30 value 393.886846
iter  30 value 393.886846
final  value 393.886846 
converged
# weights:  36 (22 variable)
initial  value 549.306144 
iter  10 value 445.207666
iter  20 value 402.454238
iter  30 value 393.759632
iter  30 value 393.759632
iter  30 value 393.759632
final  value 393.759632 
converged
# weights:  36 (22 variable)
initial  value 549.306144 
iter  10 value 448.883829
iter  20 value 410.384236
iter  30 value 393.182410
iter  30 value 393.182409
iter  30 value 393.182409
final  value 393.182409 
converged
# weights:  36 (22 variable)
initial  value 549.306144 
iter  10 value 442.781483
iter  20 value 407.558143
final  value 393.175313 
converged
# weights:  36 (22 variable)
initial  value 549.306144 
iter  10 value 451.783235
iter  20 value 399.476009
iter  30 value 393.840558
iter  30 value 393.840555
iter  30 value 393.840555
final  value 393.840555 
converged
# weights:  36 (22 variable)
initial  value 549.306144 
iter  10 value 442.207444
iter  20 value 408.304615
final  value 393.662759 
converged
# weights:  36 (22 variable)
initial  value 549.306144 
iter  10 value 444.274902
iter  20 value 406.475327
iter  30 value 392.679966
iter  30 value 392.679964
iter  30 value 392.679964
final  value 392.679964 
converged
# weights:  36 (22 variable)
initial  value 549.306144 
iter  10 value 444.651352
iter  20 value 411.882498
final  value 392.752186 
converged
# weights:  36 (22 variable)
initial  value 549.306144 
iter  10 value 450.543962
iter  20 value 407.528153
iter  30 value 392.784013
iter  30 value 392.784013
iter  30 value 392.784013
final  value 392.784013 
converged
# weights:  36 (22 variable)
initial  value 549.306144 
iter  10 value 462.694936
iter  20 value 403.841835
final  value 392.928536 
converged
# weights:  36 (22 variable)
initial  value 549.306144 
iter  10 value 445.024107
iter  20 value 410.118142
iter  30 value 393.700885
iter  30 value 393.700885
iter  30 value 393.700885
final  value 393.700885 
converged
# weights:  36 (22 variable)
initial  value 549.306144 
iter  10 value 440.809833
iter  20 value 407.853500
iter  30 value 393.486053
iter  30 value 393.486051
iter  30 value 393.486051
final  value 393.486051 
converged
# weights:  36 (22 variable)
initial  value 549.306144 
iter  10 value 445.259811
iter  20 value 405.698239
iter  30 value 393.151870
iter  30 value 393.151870
iter  30 value 393.151870
final  value 393.151870 
converged
# weights:  36 (22 variable)
initial  value 549.306144 
iter  10 value 450.219168
iter  20 value 410.800761
iter  30 value 393.883669
iter  30 value 393.883667
iter  30 value 393.883667
final  value 393.883667 
converged
# weights:  36 (22 variable)
initial  value 549.306144 
iter  10 value 457.179547
iter  20 value 402.747207
iter  30 value 392.842004
iter  30 value 392.842004
iter  30 value 392.842004
final  value 392.842004 
converged
# weights:  36 (22 variable)
initial  value 549.306144 
iter  10 value 455.600939
iter  20 value 400.402383
iter  30 value 393.224438
iter  30 value 393.224437
iter  30 value 393.224437
final  value 393.224437 
converged
# weights:  36 (22 variable)
initial  value 549.306144 
iter  10 value 458.433206
iter  20 value 416.863955
iter  30 value 392.650137
iter  30 value 392.650135
iter  30 value 392.650135
final  value 392.650135 
converged
# weights:  36 (22 variable)
initial  value 549.306144 
iter  10 value 443.775875
iter  20 value 410.020391
final  value 393.654635 
converged
# weights:  36 (22 variable)
initial  value 549.306144 
iter  10 value 454.356537
iter  20 value 402.352472
iter  30 value 393.524693
iter  30 value 393.524692
iter  30 value 393.524692
final  value 393.524692 
converged
# weights:  30 (18 variable)
initial  value 549.306144 
iter  10 value 450.243989
iter  20 value 397.236385
final  value 397.159526 
converged
# weights:  27 (16 variable)
initial  value 549.306144 
iter  10 value 470.935055
iter  20 value 400.367702
final  value 400.332593 
converged
# weights:  27 (16 variable)
initial  value 549.306144 
iter  10 value 452.707104
iter  20 value 401.987353
final  value 401.982879 
converged
# weights:  27 (16 variable)
initial  value 549.306144 
iter  10 value 457.206271
iter  20 value 406.389608
final  value 406.318014 
converged
# weights:  27 (16 variable)
initial  value 549.306144 
iter  10 value 459.924056
iter  20 value 412.341512
final  value 412.341329 
converged
# weights:  27 (16 variable)
initial  value 549.306144 
iter  10 value 469.655916
iter  20 value 423.663240
final  value 423.654108 
converged
# weights:  27 (16 variable)
initial  value 549.306144 
iter  10 value 458.992794
iter  20 value 407.497078
final  value 407.489217 
converged
# weights:  27 (16 variable)
initial  value 549.306144 
iter  10 value 459.094096
iter  20 value 412.294489
final  value 412.290135 
converged
# weights:  27 (16 variable)
initial  value 549.306144 
iter  10 value 460.690578
iter  20 value 418.663342
final  value 418.661934 
converged
# weights:  33 (20 variable)
initial  value 549.306144 
iter  10 value 457.414043
iter  20 value 399.804076
final  value 395.478614 
converged
# weights:  33 (20 variable)
initial  value 549.306144 
iter  10 value 445.231791
iter  20 value 400.288761
final  value 396.128318 
converged
# weights:  33 (20 variable)
initial  value 549.306144 
iter  10 value 445.294382
iter  20 value 415.629715
final  value 396.765200 
converged
# weights:  33 (20 variable)
initial  value 549.306144 
iter  10 value 443.588219
iter  20 value 400.236254
final  value 396.424209 
converged
# weights:  33 (20 variable)
initial  value 549.306144 
iter  10 value 439.052356
iter  20 value 401.240489
final  value 395.780800 
converged
# weights:  33 (20 variable)
initial  value 549.306144 
iter  10 value 450.504207
iter  20 value 403.544604
final  value 396.371369 
converged
# weights:  33 (20 variable)
initial  value 549.306144 
iter  10 value 451.430470
iter  20 value 399.569227
final  value 395.138564 
converged
# weights:  33 (20 variable)
initial  value 549.306144 
iter  10 value 444.655868
iter  20 value 401.025187
final  value 396.907952 
converged
# weights:  33 (20 variable)
initial  value 549.306144 
iter  10 value 447.300253
iter  20 value 402.227343
final  value 396.846241 
converged
# weights:  33 (20 variable)
initial  value 549.306144 
iter  10 value 445.470673
iter  20 value 405.386269
final  value 397.157037 
converged
# weights:  33 (20 variable)
initial  value 549.306144 
iter  10 value 453.753419
iter  20 value 404.363853
final  value 396.633585 
converged
# weights:  33 (20 variable)
initial  value 549.306144 
iter  10 value 457.619802
iter  20 value 402.934357
final  value 395.959296 
converged
# weights:  33 (20 variable)
initial  value 549.306144 
iter  10 value 446.516876
iter  20 value 402.770755
final  value 396.775949 
converged
# weights:  33 (20 variable)
initial  value 549.306144 
iter  10 value 451.417388
iter  20 value 405.506847
final  value 396.520026 
converged
# weights:  33 (20 variable)
initial  value 549.306144 
iter  10 value 440.735401
iter  20 value 402.662443
final  value 396.001880 
converged
# weights:  33 (20 variable)
initial  value 549.306144 
iter  10 value 444.538871
iter  20 value 399.386893
final  value 395.746641 
converged
# weights:  33 (20 variable)
initial  value 549.306144 
iter  10 value 442.172950
iter  20 value 397.307418
final  value 393.953852 
converged
# weights:  33 (20 variable)
initial  value 549.306144 
iter  10 value 446.599120
iter  20 value 402.992118
final  value 397.113363 
converged
# weights:  33 (20 variable)
initial  value 549.306144 
iter  10 value 444.040029
iter  20 value 399.456575
final  value 396.548083 
converged
# weights:  33 (20 variable)
initial  value 549.306144 
iter  10 value 458.737360
iter  20 value 414.334662
final  value 396.979521 
converged
# weights:  33 (20 variable)
initial  value 549.306144 
iter  10 value 449.656124
iter  20 value 412.842140
final  value 396.095121 
converged
# weights:  33 (20 variable)
initial  value 549.306144 
iter  10 value 456.314912
iter  20 value 399.672844
final  value 395.743431 
converged
# weights:  33 (20 variable)
initial  value 549.306144 
iter  10 value 451.186514
iter  20 value 406.265964
final  value 396.919398 
converged
# weights:  33 (20 variable)
initial  value 549.306144 
iter  10 value 456.691944
iter  20 value 400.275933
final  value 397.083219 
converged
# weights:  33 (20 variable)
initial  value 549.306144 
iter  10 value 457.622600
iter  20 value 405.506990
final  value 396.968759 
converged
# weights:  33 (20 variable)
initial  value 549.306144 
iter  10 value 448.095017
iter  20 value 407.569018
final  value 396.342753 
converged
# weights:  33 (20 variable)
initial  value 549.306144 
iter  10 value 452.722988
iter  20 value 402.896928
final  value 396.439547 
converged
# weights:  33 (20 variable)
initial  value 549.306144 
iter  10 value 459.636943
iter  20 value 406.785053
final  value 397.072569 
converged
# weights:  33 (20 variable)
initial  value 549.306144 
iter  10 value 456.374032
iter  20 value 400.100982
final  value 396.849669 
converged
# weights:  33 (20 variable)
initial  value 549.306144 
iter  10 value 451.621551
iter  20 value 404.239116
final  value 395.903660 
converged
# weights:  33 (20 variable)
initial  value 549.306144 
iter  10 value 451.882824
iter  20 value 403.226535
final  value 395.912043 
converged
# weights:  33 (20 variable)
initial  value 549.306144 
iter  10 value 446.938169
iter  20 value 411.924038
final  value 395.844682 
converged
# weights:  33 (20 variable)
initial  value 549.306144 
iter  10 value 453.683389
iter  20 value 399.374931
final  value 396.139504 
converged
# weights:  33 (20 variable)
initial  value 549.306144 
iter  10 value 450.868901
iter  20 value 400.183990
final  value 396.947678 
converged
# weights:  33 (20 variable)
initial  value 549.306144 
iter  10 value 449.909398
iter  20 value 402.811712
final  value 396.701320 
converged
# weights:  33 (20 variable)
initial  value 549.306144 
iter  10 value 461.826962
iter  20 value 404.499696
final  value 396.376816 
converged
# weights:  33 (20 variable)
initial  value 549.306144 
iter  10 value 452.314356
iter  20 value 408.574077
final  value 397.105327 
converged
# weights:  33 (20 variable)
initial  value 549.306144 
iter  10 value 450.432496
iter  20 value 402.816211
final  value 396.122285 
converged
# weights:  33 (20 variable)
initial  value 549.306144 
iter  10 value 449.874846
iter  20 value 402.800028
final  value 396.403744 
converged
# weights:  33 (20 variable)
initial  value 549.306144 
iter  10 value 450.931020
iter  20 value 403.940002
final  value 395.866600 
converged
# weights:  33 (20 variable)
initial  value 549.306144 
iter  10 value 455.108790
iter  20 value 403.571575
final  value 396.755079 
converged
# weights:  33 (20 variable)
initial  value 549.306144 
iter  10 value 453.903899
iter  20 value 400.402887
final  value 396.948862 
converged
# weights:  27 (16 variable)
initial  value 549.306144 
iter  10 value 470.935055
iter  20 value 400.367702
final  value 400.332593 
converged
# weights:  24 (14 variable)
initial  value 549.306144 
iter  10 value 459.190737
iter  20 value 405.104432
final  value 405.104394 
converged
# weights:  24 (14 variable)
initial  value 549.306144 
iter  10 value 479.750468
iter  20 value 410.030597
final  value 410.029257 
converged
# weights:  24 (14 variable)
initial  value 549.306144 
iter  10 value 475.293666
iter  20 value 415.483634
final  value 415.483618 
converged
# weights:  24 (14 variable)
initial  value 549.306144 
iter  10 value 468.952943
final  value 427.675334 
converged
# weights:  24 (14 variable)
initial  value 549.306144 
iter  10 value 471.311675
iter  20 value 410.774227
final  value 410.774214 
converged
# weights:  24 (14 variable)
initial  value 549.306144 
iter  10 value 464.513684
iter  20 value 415.311756
iter  20 value 415.311754
iter  20 value 415.311754
final  value 415.311754 
converged
# weights:  24 (14 variable)
initial  value 549.306144 
iter  10 value 480.256758
iter  20 value 421.788295
final  value 421.788287 
converged
# weights:  30 (18 variable)
initial  value 549.306144 
iter  10 value 460.342676
iter  20 value 401.921814
final  value 398.730532 
converged
# weights:  30 (18 variable)
initial  value 549.306144 
iter  10 value 464.540277
iter  20 value 399.486157
final  value 399.250659 
converged
# weights:  30 (18 variable)
initial  value 549.306144 
iter  10 value 464.431628
iter  20 value 401.511974
final  value 399.851314 
converged
# weights:  30 (18 variable)
initial  value 549.306144 
iter  10 value 454.566437
iter  20 value 400.031701
final  value 399.598024 
converged
# weights:  30 (18 variable)
initial  value 549.306144 
iter  10 value 450.038773
iter  20 value 399.114341
final  value 398.906153 
converged
# weights:  30 (18 variable)
initial  value 549.306144 
iter  10 value 459.240723
iter  20 value 400.017142
final  value 399.525984 
converged
# weights:  30 (18 variable)
initial  value 549.306144 
iter  10 value 452.713026
iter  20 value 398.730586
final  value 398.393952 
converged
# weights:  30 (18 variable)
initial  value 549.306144 
iter  10 value 461.916894
iter  20 value 400.498172
final  value 399.994559 
converged
# weights:  30 (18 variable)
initial  value 549.306144 
iter  10 value 450.243989
iter  20 value 397.236385
final  value 397.159526 
converged
# weights:  30 (18 variable)
initial  value 549.306144 
iter  10 value 452.817946
iter  20 value 400.135017
final  value 399.888503 
converged
# weights:  30 (18 variable)
initial  value 549.306144 
iter  10 value 464.864207
iter  20 value 400.671115
final  value 400.317496 
converged
# weights:  30 (18 variable)
initial  value 549.306144 
iter  10 value 454.014227
iter  20 value 400.334353
final  value 399.867980 
converged
# weights:  30 (18 variable)
initial  value 549.306144 
iter  10 value 453.382723
iter  20 value 399.401686
final  value 399.171962 
converged
# weights:  30 (18 variable)
initial  value 549.306144 
iter  10 value 463.821046
iter  20 value 400.282596
final  value 399.821298 
converged
# weights:  30 (18 variable)
initial  value 549.306144 
iter  10 value 452.879302
iter  20 value 399.871178
final  value 399.691700 
converged
# weights:  30 (18 variable)
initial  value 549.306144 
iter  10 value 449.606307
iter  20 value 400.290191
final  value 399.234623 
converged
# weights:  30 (18 variable)
initial  value 549.306144 
iter  10 value 466.634921
iter  20 value 399.304330
final  value 398.992025 
converged
# weights:  30 (18 variable)
initial  value 549.306144 
iter  10 value 454.357822
iter  20 value 397.778013
final  value 397.504088 
converged
# weights:  30 (18 variable)
initial  value 549.306144 
iter  10 value 463.557814
iter  20 value 400.543375
final  value 400.251710 
converged
# weights:  30 (18 variable)
initial  value 549.306144 
iter  10 value 459.628205
iter  20 value 400.252522
final  value 399.774113 
converged
# weights:  30 (18 variable)
initial  value 549.306144 
iter  10 value 480.160639
iter  20 value 400.906498
final  value 400.120343 
converged
# weights:  30 (18 variable)
initial  value 549.306144 
iter  10 value 470.652296
iter  20 value 401.025599
final  value 399.346026 
converged
# weights:  30 (18 variable)
initial  value 549.306144 
iter  10 value 472.852233
iter  20 value 399.070435
final  value 398.847028 
converged
# weights:  30 (18 variable)
initial  value 549.306144 
iter  10 value 463.070660
iter  20 value 401.012777
final  value 400.104026 
converged
# weights:  30 (18 variable)
initial  value 549.306144 
iter  10 value 476.333994
iter  20 value 400.713629
final  value 400.216814 
converged
# weights:  30 (18 variable)
initial  value 549.306144 
iter  10 value 471.847771
iter  20 value 403.497990
final  value 400.109015 
converged
# weights:  30 (18 variable)
initial  value 549.306144 
iter  10 value 467.087776
iter  20 value 401.651208
final  value 399.691535 
converged
# weights:  30 (18 variable)
initial  value 549.306144 
iter  10 value 473.835888
iter  20 value 400.666308
final  value 399.571079 
converged
# weights:  30 (18 variable)
initial  value 549.306144 
iter  10 value 459.181334
iter  20 value 400.710027
final  value 400.177523 
converged
# weights:  30 (18 variable)
initial  value 549.306144 
iter  10 value 477.446439
iter  20 value 401.349925
final  value 400.014008 
converged
# weights:  30 (18 variable)
initial  value 549.306144 
iter  10 value 463.537525
iter  20 value 399.259379
final  value 399.071827 
converged
# weights:  30 (18 variable)
initial  value 549.306144 
iter  10 value 463.045079
iter  20 value 399.622306
final  value 398.900810 
converged
# weights:  30 (18 variable)
initial  value 549.306144 
iter  10 value 471.703584
iter  20 value 400.331191
final  value 399.096165 
converged
# weights:  30 (18 variable)
initial  value 549.306144 
iter  10 value 462.192825
iter  20 value 401.150259
final  value 399.100844 
converged
# weights:  30 (18 variable)
initial  value 549.306144 
iter  10 value 479.612354
iter  20 value 400.721266
final  value 400.149710 
converged
# weights:  30 (18 variable)
initial  value 549.306144 
iter  10 value 464.218698
iter  20 value 400.396524
final  value 399.921273 
converged
# weights:  30 (18 variable)
initial  value 549.306144 
iter  10 value 465.635165
iter  20 value 402.098411
final  value 399.440853 
converged
# weights:  30 (18 variable)
initial  value 549.306144 
iter  10 value 468.916103
iter  20 value 400.742280
final  value 400.285950 
converged
# weights:  30 (18 variable)
initial  value 549.306144 
iter  10 value 461.080710
iter  20 value 400.388609
final  value 399.294329 
converged
# weights:  30 (18 variable)
initial  value 549.306144 
iter  10 value 471.812592
iter  20 value 400.884583
final  value 399.519217 
converged
# weights:  30 (18 variable)
initial  value 549.306144 
iter  10 value 482.750670
iter  20 value 402.264919
final  value 399.243096 
converged
# weights:  30 (18 variable)
initial  value 549.306144 
iter  10 value 482.999026
iter  20 value 401.611968
final  value 399.882123 
converged
# weights:  30 (18 variable)
initial  value 549.306144 
iter  10 value 476.237442
iter  20 value 405.208860
final  value 400.117784 
converged
# weights:  24 (14 variable)
initial  value 549.306144 
iter  10 value 459.190737
iter  20 value 405.104432
final  value 405.104394 
converged
# weights:  21 (12 variable)
initial  value 549.306144 
iter  10 value 468.465611
iter  20 value 415.047236
final  value 415.047228 
converged
# weights:  21 (12 variable)
initial  value 549.306144 
iter  10 value 446.164262
final  value 419.624587 
converged
# weights:  21 (12 variable)
initial  value 549.306144 
iter  10 value 448.376348
final  value 432.487456 
converged
# weights:  21 (12 variable)
initial  value 549.306144 
iter  10 value 443.326707
iter  20 value 415.040338
iter  20 value 415.040336
iter  20 value 415.040336
final  value 415.040336 
converged
# weights:  21 (12 variable)
initial  value 549.306144 
iter  10 value 442.107362
final  value 419.721879 
converged
# weights:  21 (12 variable)
initial  value 549.306144 
iter  10 value 447.385606
final  value 426.754693 
converged
# weights:  27 (16 variable)
initial  value 549.306144 
iter  10 value 462.689048
iter  20 value 403.330661
final  value 403.329544 
converged
# weights:  27 (16 variable)
initial  value 549.306144 
iter  10 value 466.544788
iter  20 value 404.258592
final  value 404.257511 
converged
# weights:  27 (16 variable)
initial  value 549.306144 
iter  10 value 466.478007
iter  20 value 404.650613
final  value 404.649726 
converged
# weights:  27 (16 variable)
initial  value 549.306144 
iter  10 value 457.669175
iter  20 value 404.386057
final  value 404.382994 
converged
# weights:  27 (16 variable)
initial  value 549.306144 
iter  10 value 452.405925
iter  20 value 403.727648
final  value 403.725427 
converged
# weights:  27 (16 variable)
initial  value 549.306144 
iter  10 value 461.024232
iter  20 value 404.247973
final  value 404.247699 
converged
# weights:  27 (16 variable)
initial  value 549.306144 
iter  10 value 455.242591
iter  20 value 403.489774
final  value 403.481877 
converged
# weights:  27 (16 variable)
initial  value 549.306144 
iter  10 value 464.119118
iter  20 value 404.753523
final  value 404.749541 
converged
# weights:  27 (16 variable)
initial  value 549.306144 
iter  10 value 452.707104
iter  20 value 401.987353
final  value 401.982879 
converged
# weights:  27 (16 variable)
initial  value 549.306144 
iter  10 value 455.094224
iter  20 value 404.663336
final  value 404.654747 
converged
# weights:  27 (16 variable)
initial  value 549.306144 
iter  10 value 466.749162
iter  20 value 405.100390
final  value 405.093973 
converged
# weights:  27 (16 variable)
initial  value 549.306144 
iter  10 value 456.647477
iter  20 value 404.765543
final  value 404.761822 
converged
# weights:  27 (16 variable)
initial  value 549.306144 
iter  10 value 456.074349
iter  20 value 403.680529
final  value 403.680220 
converged
# weights:  27 (16 variable)
initial  value 549.306144 
iter  10 value 468.064798
iter  20 value 404.557259
final  value 404.555501 
converged
# weights:  27 (16 variable)
initial  value 549.306144 
iter  10 value 455.692975
iter  20 value 404.418169
final  value 404.414471 
converged
# weights:  27 (16 variable)
initial  value 549.306144 
iter  10 value 453.028364
iter  20 value 403.679889
final  value 403.667378 
converged
# weights:  27 (16 variable)
initial  value 549.306144 
iter  10 value 469.095684
iter  20 value 403.932287
final  value 403.917387 
converged
# weights:  27 (16 variable)
initial  value 549.306144 
iter  10 value 457.891516
iter  20 value 402.372282
final  value 402.365253 
converged
# weights:  27 (16 variable)
initial  value 549.306144 
iter  10 value 465.663276
iter  20 value 404.958623
final  value 404.957492 
converged
# weights:  27 (16 variable)
initial  value 549.306144 
iter  10 value 461.478947
iter  20 value 404.622354
final  value 404.622051 
converged
# weights:  27 (16 variable)
initial  value 549.306144 
iter  10 value 482.895407
iter  20 value 404.984100
final  value 404.973207 
converged
# weights:  27 (16 variable)
initial  value 549.306144 
iter  10 value 465.323020
iter  20 value 403.971770
final  value 403.962193 
converged
# weights:  27 (16 variable)
initial  value 549.306144 
iter  10 value 473.694770
iter  20 value 403.544575
final  value 403.528977 
converged
# weights:  27 (16 variable)
initial  value 549.306144 
iter  10 value 459.378121
iter  20 value 404.843890
final  value 404.842106 
converged
# weights:  27 (16 variable)
initial  value 549.306144 
iter  10 value 477.942994
iter  20 value 405.027106
final  value 405.012110 
converged
# weights:  27 (16 variable)
initial  value 549.306144 
iter  10 value 475.075225
iter  20 value 404.932514
final  value 404.916525 
converged
# weights:  27 (16 variable)
initial  value 549.306144 
iter  10 value 470.935055
iter  20 value 400.367702
final  value 400.332593 
converged
# weights:  27 (16 variable)
initial  value 549.306144 
iter  10 value 469.449931
iter  20 value 404.673842
final  value 404.671795 
converged
# weights:  27 (16 variable)
initial  value 549.306144 
iter  10 value 484.329263
iter  20 value 404.467809
final  value 404.462797 
converged
# weights:  27 (16 variable)
initial  value 549.306144 
iter  10 value 461.257328
iter  20 value 404.944047
final  value 404.931062 
converged
# weights:  27 (16 variable)
initial  value 549.306144 
iter  10 value 475.938838
iter  20 value 404.411909
final  value 404.399708 
converged
# weights:  27 (16 variable)
initial  value 549.306144 
iter  10 value 465.096058
iter  20 value 403.742851
final  value 403.742675 
converged
# weights:  27 (16 variable)
initial  value 549.306144 
iter  10 value 460.254581
iter  20 value 403.881208
final  value 403.870390 
converged
# weights:  27 (16 variable)
initial  value 549.306144 
iter  10 value 470.147417
iter  20 value 403.888559
final  value 403.870719 
converged
# weights:  27 (16 variable)
initial  value 549.306144 
iter  10 value 465.868571
iter  20 value 403.940509
final  value 403.931887 
converged
# weights:  27 (16 variable)
initial  value 549.306144 
iter  10 value 481.087573
iter  20 value 404.852100
final  value 404.841288 
converged
# weights:  27 (16 variable)
initial  value 549.306144 
iter  10 value 462.777994
iter  20 value 404.785825
final  value 404.775756 
converged
# weights:  27 (16 variable)
initial  value 549.306144 
iter  10 value 470.030597
iter  20 value 404.120846
final  value 404.104324 
converged
# weights:  27 (16 variable)
initial  value 549.306144 
iter  10 value 458.706409
iter  20 value 404.775403
final  value 404.770059 
converged
# weights:  27 (16 variable)
initial  value 549.306144 
iter  10 value 461.771280
iter  20 value 404.229725
final  value 404.220686 
converged
# weights:  27 (16 variable)
initial  value 549.306144 
iter  10 value 471.832958
iter  20 value 404.443310
final  value 404.432990 
converged
# weights:  27 (16 variable)
initial  value 549.306144 
iter  10 value 476.858696
iter  20 value 404.034001
final  value 404.029354 
converged
# weights:  27 (16 variable)
initial  value 549.306144 
iter  10 value 480.166372
iter  20 value 404.664786
final  value 404.654665 
converged
# weights:  27 (16 variable)
initial  value 549.306144 
iter  10 value 475.117347
iter  20 value 404.835657
final  value 404.829671 
converged
bic.formula <- formula(sel.bic)
print(formula(sel.bic))
y ~ X29 + X46 + X47 + X48 + X49 + X50
attr(,"variables")
list(y, X29, X46, X47, X48, X49, X50)
attr(,"factors")
    X29 X46 X47 X48 X49 X50
y     0   0   0   0   0   0
X29   1   0   0   0   0   0
X46   0   1   0   0   0   0
X47   0   0   1   0   0   0
X48   0   0   0   1   0   0
X49   0   0   0   0   1   0
X50   0   0   0   0   0   1
attr(,"term.labels")
[1] "X29" "X46" "X47" "X48" "X49" "X50"
attr(,"order")
[1] 1 1 1 1 1 1
attr(,"intercept")
[1] 1
attr(,"response")
[1] 1
attr(,"predvars")
list(y, X29, X46, X47, X48, X49, X50)
attr(,"dataClasses")
        y       X29       X46       X47       X48       X49       X50 
 "factor" "numeric" "numeric" "numeric" "numeric" "numeric" "numeric" 

y ~ X9 + X29 + X47

Valider les sélections
library(nnet)
model.reg <- multinom(y ~ ., data=clas_data_train)
# weights:  156 (102 variable)
initial  value 384.514301 
iter  10 value 281.286146
iter  20 value 274.232609
iter  30 value 258.498156
iter  40 value 252.949789
iter  50 value 245.903291
iter  60 value 239.619978
iter  70 value 235.545521
iter  80 value 233.121954
iter  90 value 231.263852
iter 100 value 230.478520
final  value 230.478520 
stopped after 100 iterations
model.reg.aic <- multinom(aic.formula, data=clas_data_train)
# weights:  36 (22 variable)
initial  value 384.514301 
iter  10 value 324.070598
iter  20 value 281.595081
iter  30 value 269.510513
final  value 269.510509 
converged
model.reg.bic <- multinom(bic.formula, data=clas_data_train)
# weights:  24 (14 variable)
initial  value 384.514301 
iter  10 value 311.680841
iter  20 value 276.184984
final  value 276.184753 
converged
model.reg.forward <- multinom(forward.formula, data=clas_data_train)
# weights:  30 (18 variable)
initial  value 384.514301 
iter  10 value 322.645244
iter  20 value 287.556507
final  value 287.501321 
converged
model.reg.backward <- multinom(backward.formula, data=clas_data_train)
# weights:  30 (18 variable)
initial  value 384.514301 
iter  10 value 322.645244
iter  20 value 287.556507
final  value 287.501321 
converged
pred.reg <- predict(model.reg, newdata=clas_data_test, type="response")
Erreur dans match.arg(type) : 'arg' doit être un de “class”, “probs”
---
title: "Analyse exploratoire du jeu de données TP5_a25_clas_app"
author: Engel CALON, Bastien CUVILLIER, Camille MILON
output: html_notebook
---

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/* --- Style global --- */
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h3 {
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h4 {
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h5 {
  background-color: #e9f3fb;
}

/* --- Code et sorties --- */
pre, code {
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pre {
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}
```

---
### TP5_a25_clas_app

Jeu de données dédié à la classification

#### Chargement des données
```{r}
if(!require(here)) install.packages("here")
library(here)

# Chemin vers les données
data_path <- here("src", "data", "TP5_a25_clas_app.txt")

# Lecture des données
clas_data <- read.table(
  data_path,
  header = TRUE,
  sep = " ",
  quote = "\"",
  stringsAsFactors = FALSE
)

# y as factor ?

# Aperçu
head(clas_data)
```
Le jeu de données contient 50 variables explicatives (X1 à X50) et 1 variable cible (y).  
Types des variables :  
- de X1 à X45 : double  
- de X46 à X50 : entiers

#### Résumé statistique

```{r}
summary(clas_data)
```

```{r}
if(!require(psych)) install.packages("psych")
library(psych)
describe(clas_data)
```
##### Variables X1 à X20

Les valeurs se situent principalement **entre 0 et 10**, avec une **moyenne autour de 5**.

La répartition semble **symétrique** et bien **centrée**, sans valeurs extrêmes marquées.

Données probablement simulées sur une même échelle ...

##### Variables X21 à X45

Ces variables présentent une plage de valeurs beaucoup plus large, **parfois négatives** (ex: X21 min = -14.5, max = 19.95).

La **variabilité est importante** (données hétérogènes) : les écarts entre les 1er et 3e quartiles sont élevés

On observe plusieurs variables avec des **valeurs extrêmes** (en gros, celles dont les min et max dépassent largement les autres (ex: X22, X35, X32))

Ces variables nécessiteront probablement une standardisation ou une normalisation avant apprentissage.

##### Variables X46 à X50

Les variables X46 à X50 sont **entières** (valeurs discrètes entre 0 et 13) => variables catégorielles ordinales ou scores.

Leur distribution est relativement centrée autour de 3 à 5.

##### Variable cible y

y prend les valeurs 1, 2 et 3 => **3 classes**

Moyenne = 2.20, Médiane = 2, premier quartile = 2 => la classe 1 est la classe la moins représentée

```{r}
# Nombre de valeurs manquantes
colSums(is.na(clas_data))
```
Aucune valeur manquante n’a été détectée.

#### Distributions

```{r}
library(tidyverse)
# Histogrammes 
num_vars <- names(clas_data)[sapply(clas_data, is.numeric)]

for (var in head(num_vars, 50)) {
  print(
    ggplot(clas_data, aes_string(x = var)) +
      geom_histogram(bins = 30, fill = "steelblue", color = "white") +
      labs(title = paste("Distribution de", var), x = var, y = "Fréquence") +
      theme_minimal()
  )
}

# Densités par classe (y)
for (var in head(num_vars, 50)) {
  print(
    ggplot(clas_data, aes_string(x = var, fill = "y")) +
      geom_density(alpha = 0.5) +
      labs(title = paste("Densité de", var, "par classe de y")) +
      theme_minimal()
  )
}
```
##### Distributions
Les **variables X1 à X20** semblent suivre des **distributions aléatoires** : distributions relativement uniformes, sans concentration vraiment marquée autour d'une valeur, aucune asymétrie, etc => contribuent probablement peu à la séparation des classes (à vérifier)  

Les **variables X21 à X50** semblent suivre des distributions **gaussiennes**. => se prêtent bien à des méthodes linéaires (reg. log., LDA, etc) => plus de potentiel discriminant  
Par ailleurs, les graphiques illustrent bien la présence de valeurs aberrantes (ex : X41) => standardisation (centrage/reduction) nécessaire

##### Densités par classe

De manière générale, les courbes de densité des classes se chevauchent fortement pour la majorité des variables. Cela signifie qu’aucune variable ne permet à elle seule de séparer nettement les classes => meilleurs résultats obtenus avec les variables X9, X12, X45, X46, X47, X48 et X49, bien que peu concluant


#### Corrélation
```{r}
library(corrplot)
# Calcul de la matrice de corrélation
corr_matrix <- cor(clas_data[, num_vars])

# Visualisation
corrplot(corr_matrix, method = "color", type = "lower", tl.cex = 0.6, number.cex = 0.5)
```
On observe aucune forte corrélation entre les différentes variables.

#### Répartition des classes
```{r}
ggplot(clas_data, aes(x = y, fill = y)) +
  geom_bar() +
  labs(title = "Répartition des classes de y") +
  theme_minimal()
```
Cela confirme l'hypothèse selon laquelle la **classe 1 est sous-représentée** => pour les splits, il faudra donc faire attention de bien conserver la proportion de chaque classe !!!


#### Valeurs aberrantes
```{r}
for (var in head(num_vars, 50)) {
  print(
    ggplot(clas_data, aes_string(x = "y", y = var, fill = "y")) +
      geom_boxplot() +
      labs(title = paste("Boxplot de", var, "par classe de y")) +
      theme_minimal()
  )
}
```
Cela confirme que les variables X21 à X50 contiennent de nombreuses valeurs aberrantes => normalisation


#### Remarques/ Synthèse

* Standardisation indispensable (au moins pour X21–X45 et X46–X50) => centrage-réduction

* pour les variables avec outliers, on peut tester un robust scaling (basé sur médiane et IQR)

* Modèles à tester :
  
  * Random Forest et Gradient Boosting (XGBoost, LightGBM, CatBoost) => Insensibles à l’échelle et gèrent très bien les distributions mixtes, variables peu informatives et peu corrélées, les outliers et les interactions complexes. Ils sont aussi robustes pour des classes déséquilibrées
  * LDA / QDA (après standardisation) => variables X21–X50 semblent gaussiennes, absence de corrélations fortes mais Sensibles au déséquilibre de classes et sensibles à l'échelle
  * SVM (linéaire ou RBF) : Très performants quand il y a peu de corrélation entre variables. Le SVM RBF est bon dans des espaces où les frontières ne sont pas linéaires. MAIS exigent un scaling strict, Sensibles aux outliers et nécessite une feature selection
  * classes déséquilibrées : Oversampling avec SMOTE (fonctionne bien si features gaussiennes) ou Random oversampling et Undersampling léger des classes 2 et 3.



#### LDA & QDA

##### LDA

```{r}
library(MASS)

# y as factor
clas_data$y <- factor(clas_data$y)

k <- 10
n <- nrow(clas_data)
folds <- sample(rep(1:k, length.out = n))

lda_acc <- numeric(k)

for (i in 1:k) {

  test_idx <- which(folds == i)
  train_idx <- setdiff(1:n, test_idx)

  train <- clas_data[train_idx, ]
  test  <- clas_data[test_idx, ]

  # Standardisation 
  x_train <- train[, 1:50]
  x_test  <- test[, 1:50]

  means <- apply(x_train, 2, mean)
  sds   <- apply(x_train, 2, sd)

  x_train_sc <- scale(x_train, center = means, scale = sds)
  x_test_sc  <- scale(x_test,  center = means, scale = sds)

  train_sc <- data.frame(x_train_sc, y = train$y)
  test_sc  <- data.frame(x_test_sc,  y = test$y)

  # LDA
  lda_model <- lda(y ~ ., data = train_sc)
  lda_pred  <- predict(lda_model, test_sc)$class

  # Accuracy
  lda_acc[i] <- mean(lda_pred == test_sc$y)
}

cat("\nRESULTATS LDA\n")
cat("Accuracies par fold : ", lda_acc, "\n")
cat("Moyenne accuracy    : ", mean(lda_acc), "\n")
cat("Écart-type accuracy : ", sd(lda_acc), "\n")
```

##### QDA 

```{r}
library(MASS)

# y as factor
clas_data$y <- factor(clas_data$y)

k <- 10
n <- nrow(clas_data)
folds <- sample(rep(1:k, length.out = n))

qda_acc <- numeric(k)

for (i in 1:k) {

  test_idx <- which(folds == i)
  train_idx <- setdiff(1:n, test_idx)

  train <- clas_data[train_idx, ]
  test  <- clas_data[test_idx, ]

  # Standardisation
  x_train <- train[, 1:50]
  x_test  <- test[, 1:50]

  means <- apply(x_train, 2, mean)
  sds   <- apply(x_train, 2, sd)

  x_train_sc <- scale(x_train, center = means, scale = sds)
  x_test_sc  <- scale(x_test,  center = means, scale = sds)

  train_sc <- data.frame(x_train_sc, y = train$y)
  test_sc  <- data.frame(x_test_sc,  y = test$y)

  # QDA
  qda_model <- qda(y ~ ., data = train_sc)
  qada_pred <- predict(qda_model, test_sc)$class

  # Accuracy
  qda_acc[i] <- mean(qada_pred == test_sc$y)
}

cat("\nRESULTATS QDA\n")
cat("Accuracies par fold : ", qda_acc, "\n")
cat("Moyenne accuracy    : ", mean(qda_acc), "\n")
cat("Écart-type accuracy : ", sd(qda_acc), "\n")
```

On obtient de mauvais résultats pour LDA et QDA. Cela s'explique par le fait qu'il n'existe pas de frontière nette entre les classes (distributions très entremêlées d'après l'analyse).

Par ailleurs, les variables X1-X20 sont peu informatives (du bruit peut-être ? => si c'est le cas LDA et QDA sont particulièrement sensibles au bruit) => sélection de variables ? 

déséquilibre des classes

LDA/QDA supposent :
* absence d’outliers extrêmes,
* homogénéité des variances,
* matrices de covariance bien conditionnées
Ici, les variables n'ont pas les mêmes variances, il y a des valeurs atypiques et, de plus, QDA doit estimer 3 matrices de covariance complètes 50×50 avec relativement peu de données => pas stable

#### Selection de variables
Création d'un jeu d'entrainement pour la sélection de variables
```{r}
set.seed(42)
train_size <- floor(0.7 * nrow(clas_data))
train_indices <- sample(seq_len(nrow(clas_data)), size = train_size)
clas_data_train <- clas_data[train_indices, ]
clas_data_test  <- clas_data[-train_indices, ]
```
##### Méthode forward
```{r}
library('leaps')
reg.forward <- regsubsets(y ~ . , data = clas_data, method = 'forward')
plot(reg.forward, scale = "r2", main = "Sélection — forward (R2)")
forward.formula <- y ~ X1 + X5 + X9 + X29 + X36 + X46 + X47 + X50
```
y ~ X1 + X5 + X9 + X29 + X36 + X46 + X47 + X50

##### Méthode backward
```{r}
library('leaps')
reg.backward <- regsubsets(y ~ . , data = clas_data, method = 'backward')
plot(reg.backward, scale = "r2", main = "Sélection — backward (R2)")
backward.formula <- y ~ X1 + X5 + X9 + X29 + X36 + X46 + X47 + X50
```
y ~ X1 + X5 + X9 + X29 + X36 + X46 + X47 + X50

##### AIC
```{r}
library(nnet)
fit <- multinom(y ~ .,data=clas_data)
sel.aic <- stepAIC(fit,scope=y ~ .,direction="both", trace=FALSE)
aic.formula <- formula(sel.aic)
print(formula(sel.aic))
```
y ~ X1 + X5 + X9 + X29 + X33 + X34 + X35 + X36 + X41 + X43 + X46 + X47 + X50
```{r}
library(nnet)
fit <- multinom(y ~ .,data=clas_data)
sel.bic <- stepAIC(fit,scope=y ~ .,direction="both",
k=log(nrow(clas_data)), trace=FALSE)
bic.formula <- formula(sel.bic)
print(formula(sel.bic))
```
y ~ X9 + X29 + X47

##### Valider les sélections 
```{r}
library(nnet)
model.reg <- multinom(y ~ ., data=clas_data_train)
model.reg.aic <- multinom(aic.formula, data=clas_data_train)
model.reg.bic <- multinom(bic.formula, data=clas_data_train)
model.reg.forward <- multinom(forward.formula, data=clas_data_train)
model.reg.backward <- multinom(backward.formula, data=clas_data_train)

pred.reg <- predict(model.reg, newdata=clas_data_test, type="response")
pred.reg.aic <- predict(model.reg.aic, newdata=clas_data_test, type="response")
pred.reg.bic <- predict(model.reg.bic, newdata=clas_data_test, type="response")
pred.reg.forward <- predict(model.reg.forward, newdata=clas_data_test, type="response")
pred.reg.backward <- predict(model.reg.backward, newdata=clas_data_test, type="response")

# Calcul du MSE
mse.reg <- mean((clas_data_test$y - pred.reg)^2)
mse.reg.aic <- mean((clas_data_test$y - pred.reg.aic)^2)
mse.reg.bic <- mean((clas_data_test$y - pred.reg.bic)^2)
mse.reg.forward <- mean((clas_data_test$y - pred.reg.forward)^2) 
mse.reg.backward <- mean((clas_data_test$y - pred.reg.backward)^2)

cat("\n============RESULTATS SELECTION DE VARIABLES============\n")
cat("\n====Regression logistique avec toutes les variables====\n")
cat("MSE: ", mse.reg, "\nformule :", "complete", "\n")
cat("\n====Regression logistique avec selection de variables par AIC====\n")
cat("MSE: ", mse.reg.aic, "\nformule ", as.character(aic.formula)[3], "\n")
cat("\n====Regression logistique avec selection de variables par BIC====\n")
cat("MSE : ", mse.reg.bic, "\nformule ", as.character(bic.formula)[3] , "\n")
cat("\n====Regression logistique avec selection de variables par méthode forward====\n")
cat("MSE : ", mse.reg.forward,"\nformule ", as.character(forward.formula)[3] , "\n")
cat("\n====Regression logistique avec selection de variables par méthode backward====\n")
cat("MSE : ", mse.reg.backward,"\nformule ", as.character(backward.formula)[3] , "\n")

```



